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IEEE Transactions on Computers
Physical network models and multi-source data integration
RECOMB '03 Proceedings of the seventh annual international conference on Research in computational molecular biology
Codes on Graphs: A Survey for Algebraists
AAECC-13 Proceedings of the 13th International Symposium on Applied Algebra, Algebraic Algorithms and Error-Correcting Codes
Spectrally Bounded Sequences, Codes, and States: Graph Constructions and Entanglement
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Exploring artificial intelligence in the new millennium
Bit-optimal decoding of codes whose Tanner graphs are trees
Discrete Applied Mathematics - Special issue: International workshop on coding and cryptography (WCC 2001)
A Generative Probabilistic Oriented Wavelet Model for Texture Segmentation
Neural Processing Letters
Linear response algorithms for approximate inference in graphical models
Neural Computation
Semantic context detection based on hierarchical audio models
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Learning to cluster using local neighborhood structure
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Internet 0 — Inter-Device Internetworking
BT Technology Journal
Convolutional factor graphs as probabilistic models
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
On the uniqueness of loopy belief propagation fixed points
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A Comparison of Algorithms for Inference and Learning in Probabilistic Graphical Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
A cooperative multi-agent approach to free flight
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Factor-graph-based soft self-iterative equalizer for multipath channels
EURASIP Journal on Wireless Communications and Networking - Special issue on advanced signal processing algorithms for wireless communications
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2D Conditional Random Fields for Web information extraction
ICML '05 Proceedings of the 22nd international conference on Machine learning
Threshold values of random K-SAT from the cavity method
Random Structures & Algorithms
Parallel turbo-sum-product decoder architecture for quasi-cyclic LDPC codes
GLSVLSI '06 Proceedings of the 16th ACM Great Lakes symposium on VLSI
Journal of VLSI Signal Processing Systems
Optimal 2-constraint satisfaction via sum-product algorithms
Information Processing Letters
Program verification as probabilistic inference
Proceedings of the 34th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages
Change Point Problems in Linear Dynamical Systems
The Journal of Machine Learning Research
Collective information extraction with relational Markov networks
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Rate-adaptive codes for distributed source coding
Signal Processing - Special section: Distributed source coding
Transmission of correlated senders over a Rayleigh fading multiple access channel
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Extracting Places and Activities from GPS Traces Using Hierarchical Conditional Random Fields
International Journal of Robotics Research
Optimizing mpf queries: decision support and probabilistic inference
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Kernel-Based Learning of Hierarchical Multilabel Classification Models
The Journal of Machine Learning Research
Learning Factor Graphs in Polynomial Time and Sample Complexity
The Journal of Machine Learning Research
Collaborative Multiagent Reinforcement Learning by Payoff Propagation
The Journal of Machine Learning Research
Loop Corrections for Approximate Inference on Factor Graphs
The Journal of Machine Learning Research
A new look at survey propagation and its generalizations
Journal of the ACM (JACM)
Multidomain Diagnosis of End-to-End Service Failures in Hierarchically Routed Networks
IEEE Transactions on Parallel and Distributed Systems
Minimum-energy LDPC decoder for real-time mobile application
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Neighbor search with global geometry: a minimax message passing algorithm
Proceedings of the 24th international conference on Machine learning
A parallel framework for loopy belief propagation
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Square Root SAM: Simultaneous Localization and Mapping via Square Root Information Smoothing
International Journal of Robotics Research
Variational and stochastic inference for Bayesian source separation
Digital Signal Processing
Reconfiguration methods for mobile sensor networks
ACM Transactions on Sensor Networks (TOSN)
Probabilistic analysis of linear programming decoding
SODA '07 Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms
Iterative decoding of concatenated codes: a tutorial
EURASIP Journal on Applied Signal Processing
LDGM codes for channel coding and joint source-channel coding of correlated sources
EURASIP Journal on Applied Signal Processing
Near-capacity coding for discrete multitone systems with impulse noise
EURASIP Journal on Applied Signal Processing
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Event detection using "variable module graphs" for home care applications
EURASIP Journal on Applied Signal Processing
Calibrating distributed camera networks using belief propagation
EURASIP Journal on Applied Signal Processing
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Comparison of LDPC decoding algorithms with and without estimation of noise variance
Mobility '06 Proceedings of the 3rd international conference on Mobile technology, applications & systems
Predecessor existence problems for finite discrete dynamical systems
Theoretical Computer Science
Foundations and Trends in Communications and Information Theory
High-throughput VLSI Implementations of Iterative Decoders and Related Code Construction Problems
Journal of VLSI Signal Processing Systems
From uncertainty to belief: inferring the specification within
OSDI '06 Proceedings of the 7th symposium on Operating systems design and implementation
A new approach to constructing CSS codes based on factor graphs
Information Sciences: an International Journal
Learning Probabilistic Models for Contour Completion in Natural Images
International Journal of Computer Vision
Cued speech gesture recognition: a first prototype based on early reduction
Journal on Image and Video Processing
Computational methods for complex stochastic systems: a review of some alternatives to MCMC
Statistics and Computing
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Turbo techniques for joint source-channel decoding of multimedia content
MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
Counter braids: a novel counter architecture for per-flow measurement
SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Wyner-Ziv coding of video with unsupervised motion vector learning
Image Communication
Leveraging probabilistic season and location context models for scene understanding
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Decoding LDPC convolutional codes on Markov channels
EURASIP Journal on Wireless Communications and Networking
The Journal of Machine Learning Research
Effective and efficient itemset pattern summarization: regression-based approaches
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Motion-aware self-localization for underwater networks
Proceedings of the third ACM international workshop on Underwater Networks
Proceedings of the 10th ACM workshop on Multimedia and security
Editorial: Discrete optimization in computer vision
Computer Vision and Image Understanding
Joint Source-Channel Decoding ASIP Architecture for Sensor Networks
ICESS '07 Proceedings of the 3rd international conference on Embedded Software and Systems
Probabilistically Estimating Backbones and Variable Bias: Experimental Overview
CP '08 Proceedings of the 14th international conference on Principles and Practice of Constraint Programming
Multiagent Reinforcement Learning for Urban Traffic Control Using Coordination Graphs
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
Adaptive Soft-Decision Iterative Decoding Using Edge Local Complementation
ICMCTA '08 Proceedings of the 2nd international Castle meeting on Coding Theory and Applications
An autonomic sensing framework for body sensor networks
Proceedings of the ICST 2nd international conference on Body area networks
Optimal overlapped message passing decoding of quasi-cyclic LDPC codes
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Data & Knowledge Engineering
Discrete Applied Mathematics
Fast nonparametric belief propagation for real-time stereo articulated body tracking
Computer Vision and Image Understanding
Nonrigid Image Registration Using Dynamic Higher-Order MRF Model
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Bit-Interleaved Coded Modulation
Foundations and Trends in Communications and Information Theory
Graphical Models, Exponential Families, and Variational Inference
Foundations and Trends® in Machine Learning
Relaxed maximum a posteriori fault identification
Signal Processing
An Application of Linear Codes to the Problem of Source Coding with Partial Side Information
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Survey Propagation as “Probabilistic Token Passing”
IEICE - Transactions on Information and Systems
Low-complexity coding and source-optimized clustering for large-scale sensor networks
ACM Transactions on Sensor Networks (TOSN)
Matchbox: large scale online bayesian recommendations
Proceedings of the 18th international conference on World wide web
idMesh: graph-based disambiguation of linked data
Proceedings of the 18th international conference on World wide web
Learning Generative Models for Multi-Activity Body Pose Estimation
International Journal of Computer Vision
Learning Actions through Imitation and Exploration: Towards Humanoid Robots That Learn from Humans
Creating Brain-Like Intelligence
Figure-ground segmentation using factor graphs
Image and Vision Computing
A dual-function mixed-signal circuit for LDPC encoding/decoding
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Merlin: specification inference for explicit information flow problems
Proceedings of the 2009 ACM SIGPLAN conference on Programming language design and implementation
Shape from Shading Using Probability Functions and Belief Propagation
International Journal of Computer Vision
Social influence analysis in large-scale networks
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Decentralised coordination of continuously valued control parameters using the max-sum algorithm
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008
Probabilistic modelling, inference and learning using logical theories
Annals of Mathematics and Artificial Intelligence
Reverse Engineering of Regulatory Relations in Gene Networks by a Probabilistic Approach
WILF '09 Proceedings of the 8th International Workshop on Fuzzy Logic and Applications
VARSAT: Integrating Novel Probabilistic Inference Techniques with DPLL Search
SAT '09 Proceedings of the 12th International Conference on Theory and Applications of Satisfiability Testing
Scalable clustering and keyword suggestion for online advertisements
Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising
DebugAdvisor: a recommender system for debugging
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
A binary variable model for affinity propagation
Neural Computation
Belief propagation in networks of spiking neurons
Neural Computation
Multi-conditional learning: generative/discriminative training for clustering and classification
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Loopy Substructural Local Search for the Bayesian Optimization Algorithm
SLS '09 Proceedings of the Second International Workshop on Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics
Dynamic Factor Graphs for Time Series Modeling
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
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ADHOC-NOW '09 Proceedings of the 8th International Conference on Ad-Hoc, Mobile and Wireless Networks
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Using expectation maximization to find likely assignments for solving CSP's
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
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Relaxed survey propagation: a sum-product algorithm for Max-SAT
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 1
Lifted first-order belief propagation
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Convexity arguments for efficient minimization of the Bethe and Kikuchi free energies
Journal of Artificial Intelligence Research
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Graphical model inference in optimal control of stochastic multi-agent systems
Journal of Artificial Intelligence Research
Efficient Distributed Bayesian Reasoning via Targeted Instantiation of Variables
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Cortical circuitry implementing graphical models
Neural Computation
A scalable method for multiagent constraint optimization
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Channel coding and decoding in a relay system operated with physical-layer network coding
IEEE Journal on Selected Areas in Communications - Special issue on network coding for wireless communication networks
Predicting error floors of structured LDPC codes: deterministic bounds and estimates
IEEE Journal on Selected Areas in Communications - Special issue on capaciyy approaching codes
Convergence analysis of generalized serial message-passing schedules
IEEE Journal on Selected Areas in Communications - Special issue on capaciyy approaching codes
Error performances of multi shift-register convolutional self-doubly-orthogonal codes
IEEE Communications Letters
IEEE Transactions on Communications
Fundamental performance limits of communications systems impaired by impulse noise
IEEE Transactions on Communications
Memory-efficient and high-throughput decoding of quasi-cyclic LDPC codes
IEEE Transactions on Communications
IEEE Transactions on Communications
High performance non-binary quasi-cyclic LDPC codes on euclidean geometries
IEEE Transactions on Communications
Identical-capacity channel decomposition for design of universal LDPC codes
IEEE Transactions on Communications
On reliable communications over channels impaired by bursty impulse noise
IEEE Transactions on Communications
IEEE Transactions on Information Forensics and Security
A probabilistic LDPC-coded fault compensation technique for reliable nanoscale computing
IEEE Transactions on Circuits and Systems II: Express Briefs
Construction of non-binary quasi-cyclic LDPC codes by arrays and array dispersions
IEEE Transactions on Communications
Low-floor decoders for LDPC codes
IEEE Transactions on Communications
Scalable video multicast using expanding window fountain codes
IEEE Transactions on Multimedia - Special issue on quality-driven cross-layer design for multimedia communications
Distributed source coding using raptor codes for hidden Markov sources
IEEE Transactions on Signal Processing
Incremental distributed identification of Markov random field models in wireless sensor networks
IEEE Transactions on Signal Processing
Complexity efficient stopping criterion for LDPC based distributed video coding
Proceedings of the 5th International ICST Mobile Multimedia Communications Conference
Rateless distributed source code design
Proceedings of the 5th International ICST Mobile Multimedia Communications Conference
Collaborative tracking in mobile underwater networks
Proceedings of the Fourth ACM International Workshop on UnderWater Networks
Tracking by parts: a Bayesian approach with component collaboration
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Coherent continuous-phase frequency-shift keying: parameter optimization and code design
IEEE Transactions on Wireless Communications
Belief propagation with Gaussian priors for pilot-assisted communication over fading ISI channels
IEEE Transactions on Wireless Communications
A novel indoor RSS-based position location algorithm using factor graphs
IEEE Transactions on Wireless Communications
Fountain codes over fading relay channels
IEEE Transactions on Wireless Communications
Using the Bhattacharyya parameter for design and analysis of cooperative wireless systems
IEEE Transactions on Wireless Communications
Markov network based ontology matching
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Finite-length scaling for iteratively decoded LDPC ensembles
IEEE Transactions on Information Theory
A collaborative training algorithm for distributed learning
IEEE Transactions on Information Theory
Finding all small error-prone substructures in LDPC codes
IEEE Transactions on Information Theory
Reversible low-density parity-check codes
IEEE Transactions on Information Theory
A variational inference framework for soft-in soft-out detection in multiple-access channels
IEEE Transactions on Information Theory
Pseudocodeword performance analysis for LDPC convolutional codes
IEEE Transactions on Information Theory
On universal properties of capacity-approaching LDPC code ensembles
IEEE Transactions on Information Theory
Guessing facets: polytope structure and improved LP decoder
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On minimal tree realizations of linear codes
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Notes on Cutset Conditioning on Factor Graphs with Cycles
Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009
Pattern Recognition Letters
On the designs and challenges of practical binary dirty paper coding
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Cross-layer iterative decoding of irregular LDPC codes using cyclic redundancy check codes
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
LDPC coded MIMO OFDM-based IEEE 802.11n wireless LAN
WOCN'09 Proceedings of the Sixth international conference on Wireless and Optical Communications Networks
RECOMB-CG '09 Proceedings of the International Workshop on Comparative Genomics
Fast Automatic Segmentation of the Esophagus from 3D CT Data Using a Probabilistic Model
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
Verification, Testing and Statistics
FM '09 Proceedings of the 2nd World Congress on Formal Methods
Using Conditional Random Fields for Decision-Theoretic Planning
MDAI '09 Proceedings of the 6th International Conference on Modeling Decisions for Artificial Intelligence
Combination of Annealing Particle Filter and Belief Propagation for 3D Upper Body Tracking
ICIRA '09 Proceedings of the 2nd International Conference on Intelligent Robotics and Applications
A novel graph-based soft interference cancellation algorithm for FDM-CPM satellite systems
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 4
Fixing convergence of Gaussian belief propagation
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 3
Factorization of joint probability mass functions into parity check interactions
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 3
Trapping set enumerators for repeat multiple accumulate code ensembles
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 3
Blind per-state detection of DPSK over correlated fading channels
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 2
Iterative decoding on multiple Tanner graphs using random edge local complementation
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 2
Factor graph approach to distributed facility location in large-scale networks
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 2
Decoding network codes by message passing
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 1
On the use of QC-LDPC code for data transfer using short and medium block length
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
New algorithm for 2D barcode detection
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
Optimal 2-constraint satisfaction via sum--product algorithms
Information Processing Letters
Decimation algorithm based on correlations for constraint satisfaction problems on random networks
WiOPT'09 Proceedings of the 7th international conference on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
Practical source-network decoding
ISWCS'09 Proceedings of the 6th international conference on Symposium on Wireless Communication Systems
Constraint complexity of realizations of linear codes on arbitrary graphs
IEEE Transactions on Information Theory
Serially-concatenated LDGM codes for correlated sources over Gaussian broadcast channels
IEEE Communications Letters
Design of scalable decoders for sensor networks via Bayesian network learning
IEEE Transactions on Communications
On the design of raptor codes for binary-input Gaussian channels
IEEE Transactions on Communications
Linear LLR approximation for iterative decoding on wireless channels
IEEE Transactions on Communications
Two bit-flipping decoding algorithms for low-density parity-check codes
IEEE Transactions on Communications
Data extraction from wireless sensor networks using distributed fountain codes
IEEE Transactions on Communications
Fountain code design for data multicast with side information
IEEE Transactions on Wireless Communications
An improved decoding algorithm for finite-geometry LDPC codes
IEEE Transactions on Communications
A new framework for soft decision equalization in frequency selective MIMO channels
IEEE Transactions on Communications
Statistical Methods and Models for Video-Based Tracking, Modeling, and Recognition
Foundations and Trends in Signal Processing
Iterative soft decision feedback zig-zag equalizer for 2D intersymbol interference channels
IEEE Journal on Selected Areas in Communications
Relaxed survey propagation for the weighted maximum satisfiability problem
Journal of Artificial Intelligence Research
On supervision and statistical learning for semantic multimedia analysis
Journal of Visual Communication and Image Representation
A multi-agent systems approach to distributed bayesian information fusion
Information Fusion
Variational upper bounds for probabilistic phylogenetic models
RECOMB'07 Proceedings of the 11th annual international conference on Research in computational molecular biology
A hybrid framework for detecting the semantics of concepts and context
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Multi-scale switching linear dynamical systems
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Grouping using factor graphs: an approach for finding text with a camera phone
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Design of irregular LDPC codes with optimized performance-complexity tradeoff
IEEE Transactions on Communications
On the performance of space-time coded and spatially multiplexed MIMO systems with linear receivers
IEEE Transactions on Communications
Joint nonlinear channel equalization and soft LDPC decoding with Gaussian processes
IEEE Transactions on Signal Processing
Bayesian update of dialogue state: A POMDP framework for spoken dialogue systems
Computer Speech and Language
Design of secure watermarking scheme for watermarking protocol
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
YASS: yet another steganographic scheme that resists blind steganalysis
IH'07 Proceedings of the 9th international conference on Information hiding
Multi-activity tracking in LLE body pose space
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Efficient generic search heuristics within the EMBP framework
CP'09 Proceedings of the 15th international conference on Principles and practice of constraint programming
RTL design of LDPC decoder for IEEE802.11n WLAN
ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
Compressed neighbor discovery for wireless ad hoc networks: the Rayleigh fading case
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
A low density lattice decoder via non-parametric belief propagation
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
The importance of dilution in the inference of biological networks
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Adaptive Slepian-Wolf decoding using particle filtering based belief propagation
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Robust detection of random variables using sparse measurements
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Reward-modulated hebbian learning of decision making
Neural Computation
On the relation of MIMO APP detection and SIMO maximum ratio combining
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Multi-rate continuous phase modulations for Gaussian broadcast channels
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
A relaxed half-stochastic iterative decoder for LDPC codes
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Multilayer space-time-frequency coding for MIMO-OFDM
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Sparse decoding of low density parity check codes using margin propagation
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
LDPC decoding strategies for two-dimensional magnetic recording
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Achievable rates of coded linear systems with iterative MMSE detection
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Machine learning techniques for selforganizing combustion control
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Maximum a posteriori estimation of dynamically changing distributions
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Optimization for fractional cooperation in multiple-source multiple-relay systems
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Composite hypothesis testing for cooperative spectrum sensing in cognitive radio
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Practical dirty paper coding with nested binary LDGM-LDPC codes
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Joint message-passing symbol-decoding of LDPC coded signals over partial-response channels
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Space-frequency-coded MIMO OFDM receivers based on Gaussian message passing
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Message passing resource allocation for the uplink of multicarrier systems
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Combating desynchronization attacks on blind watermarking systems: a message passing approach
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Bayesian compressive sensing via belief propagation
IEEE Transactions on Signal Processing
Distributed estimation of channel gains in wireless sensor networks
IEEE Transactions on Signal Processing
Cooperative spectrum sensing in cognitive radios with incomplete likelihood functions
IEEE Transactions on Signal Processing
Dynamics of analog decoders for different message representation domains
IEEE Transactions on Communications
Design of bandwidth-efficient unequal error protection LDPC codes
IEEE Transactions on Communications
Structure, property, and design of nonbinary regular cycle codes
IEEE Transactions on Communications
IEEE Transactions on Communications
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Analysis of absorbing sets and fully absorbing sets of array-based LDPC codes
IEEE Transactions on Information Theory
IEEE Transactions on Information Theory - Special issue on information theory in molecular biology and neuroscience
Joint base-calling of two DNA sequences with factor graphs
IEEE Transactions on Information Theory - Special issue on information theory in molecular biology and neuroscience
Belief propagation estimation of protein and domain interactions using the sum-product algorithm
IEEE Transactions on Information Theory - Special issue on information theory in molecular biology and neuroscience
Hash property and coding theorems for sparse matrices and maximum-likelihood coding
IEEE Transactions on Information Theory
VLSI implementation of a high-throughput soft-bit-flipping decoder for geometric LDPC codes
IEEE Transactions on Circuits and Systems Part I: Regular Papers - Special issue on ISCAS 2009
Understanding the scalability of Bayesian network inference using clique tree growth curves
Artificial Intelligence
IEEE Transactions on Information Theory
Design of high-throughput fully parallel LDPC decoders based on wire partitioning
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Nonparametric belief propagation
Communications of the ACM
Incorporating post-click behaviors into a click model
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Mining advisor-advisee relationships from research publication networks
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Collaborative multiagent Gaussian inference in a dynamic environment using belief propagation
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Sensor placement and coordination via distributed multi-agent cooperative control
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
IEEE Transactions on Communications
Low power logic for statistical inference
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Channel estimation by inference on Gaussian Markov random fields
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Factor graphs for universal portfolios
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Causal networks for risk and compliance: methodology and application
IBM Journal of Research and Development
Scaling of analog LDPC decoders in sub-100nm CMOS processes
Integration, the VLSI Journal
libDAI: A Free and Open Source C++ Library for Discrete Approximate Inference in Graphical Models
The Journal of Machine Learning Research
EP for Efficient Stochastic Control with Obstacles
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Belief propagation, Dykstra's algorithm, and iterated information projections
IEEE Transactions on Information Theory
An experimental study on the security performance of YASS
IEEE Transactions on Information Forensics and Security
A belief propagation based recommender system for online services
Proceedings of the fourth ACM conference on Recommender systems
IEEE Transactions on Signal Processing
Majority-based tracking forecast memories for stochastic LDPC decoding
IEEE Transactions on Signal Processing
Adaptive threshold technique for bit-flipping decoding of low-density parity-check codes
IEEE Communications Letters
Turbo parsers: dependency parsing by approximate variational inference
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Learning click models via probit bayesian inference
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Understanding retweeting behaviors in social networks
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Inducing fine-grained semantic classes via hierarchical and collective classification
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Applications of adaptive belief propagation decoding for long Reed-Solomon codes
AST/UCMA/ISA/ACN'10 Proceedings of the 2010 international conference on Advances in computer science and information technology
Semi-analytical performance prediction methods for iterative MMSE-IC multiuser MIMO joint decoding
IEEE Transactions on Communications
Self-organising sensors for wide area surveillance using the max-sum algorithm
SOAR'09 Proceedings of the First international conference on Self-organizing architectures
On the performance of single LDGM codes for iterative data fusion over the multiple access channel
MACOM'10 Proceedings of the Third international conference on Multiple access communications
The cooperative optimization metaheuristic: inspiration from nature and applications
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Multifactor expectation maximization for factor graphs
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
On parameter learning in CRF-based approaches to object class image segmentation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
On syndrome decoding for Slepian-Wolf coding based on convolutional and turbo codes
IEEE Communications Letters
Burst decoding of cyclic codes based on circulant parity-check matrices
IEEE Transactions on Information Theory
A linear encoding approach to index assignment in lossy source-channel coding
IEEE Transactions on Information Theory
Lossy source compression using low-density generator matrix codes: analysis and algorithms
IEEE Transactions on Information Theory
LDPC code design considerations for non-uniform channels
IEEE Transactions on Communications
Computationally efficient sparse Bayesian learning via belief propagation
IEEE Transactions on Signal Processing
Relaxation dynamics in stochastic iterative decoders
IEEE Transactions on Signal Processing
Implementing First-Order Variables in a Graphical Cognitive Architecture
Proceedings of the 2010 conference on Biologically Inspired Cognitive Architectures 2010: Proceedings of the First Annual Meeting of the BICA Society
Efficient graphical models for processing images
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
MILCOM'06 Proceedings of the 2006 IEEE conference on Military communications
Optimal control in large stochastic multi-agent systems
ALAMAS'05/ALAMAS'06/ALAMAS'07 Proceedings of the 5th , 6th and 7th European conference on Adaptive and learning agents and multi-agent systems: adaptation and multi-agent learning
Norm-product belief propagation: primal-dual message-passing for approximate inference
IEEE Transactions on Information Theory
Code-aided maximum-likelihood ambiguity resolution through free-energy minimization
IEEE Transactions on Signal Processing
On the UEP capabilities of several LDPC construction algorithms
IEEE Transactions on Communications
Bounded approximate decentralised coordination via the max-sum algorithm
Artificial Intelligence
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Efficient inference with multiple heterogeneous part detectors for human pose estimation
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Probabilistic graphical models in artificial intelligence
Applied Soft Computing
A probabilistic approach for learning folksonomies from structured data
Proceedings of the fourth ACM international conference on Web search and data mining
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IEEE Transactions on Communications
Signal/collect: graph algorithms for the (semantic) web
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Low-complexity Gaussian detection for MIMO systems
Journal on Image and Video Processing - Special issue on iterative signal processing in communications
UEP concepts in modulation and coding
Advances in Multimedia
A generic scalable architecture for min-sum/offset-min-sum unit for irregular/regular LDPC decoder
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
A Bayesian Approximation Method for Online Ranking
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Blind estimation of the phase and carrier frequency offsets for LDPC-coded systems
EURASIP Journal on Advances in Signal Processing
Parity bit replenishment for JPEG 2000-based video streaming
Journal on Image and Video Processing - Special issue on distributed video coding
Solving MRFs with higher-order smoothness priors using hierarchical gradient nodes
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Detection of 3D spinal geometry using iterated marginal space learning
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
Analyzing microblogs with affinity propagation
Proceedings of the First Workshop on Social Media Analytics
Tracking Forecast Memories for Stochastic Decoding
Journal of Signal Processing Systems
Grammar factorization by tree decomposition
Computational Linguistics
EURASIP Journal on Wireless Communications and Networking
Decoding techniques of LDPC codes
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Measure transformer semantics for Bayesian machine learning
ESOP'11/ETAPS'11 Proceedings of the 20th European conference on Programming languages and systems: part of the joint European conferences on theory and practice of software
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Probabilistic, modular and scalable inference of typestate specifications
Proceedings of the 32nd ACM SIGPLAN conference on Programming language design and implementation
Fast density-weighted low-rank approximation spectral clustering
Data Mining and Knowledge Discovery
Declarative programming for agent applications
Autonomous Agents and Multi-Agent Systems
Semantics extraction from images
Knowledge-driven multimedia information extraction and ontology evolution
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Scalable multi-dimensional user intent identification using tree structured distributions
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Emulating human observers with bayesian binning: Segmentation of action streams
ACM Transactions on Applied Perception (TAP)
Topic-level social network search
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Information, Divergence and Risk for Binary Experiments
The Journal of Machine Learning Research
Faster Algorithms for Max-Product Message-Passing
The Journal of Machine Learning Research
Fast affinity propagation clustering: A multilevel approach
Pattern Recognition
Minimizing count-based high order terms in markov random fields
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Evaluation of a first-order primal-dual algorithm for MRF energy minimization
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
From memory to problem solving: mechanism reuse in a graphical cognitive architecture
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Mining research topic-related influence between academia and industry
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Unifying guilt-by-association approaches: theorems and fast algorithms
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Multiple region categorization for scenery images
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Higher order Markov networks for model estimation
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Accelerated training of max-margin Markov networks with kernels
ALT'11 Proceedings of the 22nd international conference on Algorithmic learning theory
Segmentation of action streams human observers vs. Bayesian binning
KI'11 Proceedings of the 34th Annual German conference on Advances in artificial intelligence
Efficient sequential clamping for lifted message passing
KI'11 Proceedings of the 34th Annual German conference on Advances in artificial intelligence
Novelty detection using graphical models for semantic room classification
EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
Trends and advances in speech recognition
IBM Journal of Research and Development
Effective Variants of the Max-Sum Algorithm for Radar Coordination and Scheduling
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Towards a top-down and bottom-up bidirectional approach to joint information extraction
Proceedings of the 20th ACM international conference on Information and knowledge management
Advertiser-centric approach to understand user click behavior in sponsored search
Proceedings of the 20th ACM international conference on Information and knowledge management
Real-time decoding for LDPC based distributed video coding
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Expectation propagation for approximate inference in dynamic bayesian networks
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
IPF for discrete chain factor graphs
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Expectation propagation for approximate Bayesian inference
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Biclustering of expression microarray data using affinity propagation
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
Markov network based ontology matching
Journal of Computer and System Sciences
An Information Theoretic Approach to Constructing Robust Boolean Gene Regulatory Networks
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Adaptive Exact Inference in Graphical Models
The Journal of Machine Learning Research
Batch Mode Active Learning for Networked Data
ACM Transactions on Intelligent Systems and Technology (TIST)
Efficient inference in large conditional random fields
ECML'06 Proceedings of the 17th European conference on Machine Learning
A simple algorithm for random colouring G(n, d/n) using (2 + ε)d colours
Proceedings of the twenty-third annual ACM-SIAM symposium on Discrete Algorithms
Extracting and summarizing hot item features across different auction web sites
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Extending factor graphs so as to unify directed and undirected graphical models
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
LDPC codes for fading channels: two strategies
AAECC'06 Proceedings of the 16th international conference on Applied Algebra, Algebraic Algorithms and Error-Correcting Codes
AAECC'06 Proceedings of the 16th international conference on Applied Algebra, Algebraic Algorithms and Error-Correcting Codes
Global optimality conditions and near-perfect optimization in coding
COCOON'05 Proceedings of the 11th annual international conference on Computing and Combinatorics
A noise-aware click model for web search
Proceedings of the fifth ACM international conference on Web search and data mining
Articulated body tracking using dynamic belief propagation
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
iSAM2: Incremental smoothing and mapping using the Bayes tree
International Journal of Robotics Research
Simultaneous localization and surveying with multiple agents
Switching and Learning in Feedback Systems
The Knowledge Engineering Review
Semi-supervised probability propagation on instance-attribute graphs
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Linear text segmentation using affinity propagation
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Incremental signaling pathway modeling by data integration
RECOMB'10 Proceedings of the 14th Annual international conference on Research in Computational Molecular Biology
Multiattribute bayesian preference elicitation with pairwise comparison queries
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I
The factor graph network model for biological systems
RECOMB'05 Proceedings of the 9th Annual international conference on Research in Computational Molecular Biology
Finding novel transcripts in high-resolution genome-wide microarray data using the genrate model
RECOMB'05 Proceedings of the 9th Annual international conference on Research in Computational Molecular Biology
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I
Object categorization by compositional graphical models
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Iterative decoding in Factor Graph representation using Particle Filtering
Digital Signal Processing
CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications
Complete convergence of message passing algorithms for some satisfiability problems
APPROX'06/RANDOM'06 Proceedings of the 9th international conference on Approximation Algorithms for Combinatorial Optimization Problems, and 10th international conference on Randomization and Computation
Characterizing propagation methods for boolean satisfiability
SAT'06 Proceedings of the 9th international conference on Theory and Applications of Satisfiability Testing
Stochastic analysis of lexical and semantic enhanced structural language model
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Efficient belief propagation with learned higher-order markov random fields
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Individual doctor recommendation model on medical social network
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
Synthesizing open worlds with constraints using locally annealed reversible jump MCMC
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Structured Learning and Prediction in Computer Vision
Foundations and Trends® in Computer Graphics and Vision
Cross-lingual knowledge linking across wiki knowledge bases
Proceedings of the 21st international conference on World Wide Web
Proceedings of the 21st international conference on World Wide Web
Implied distributions in multiple change point problems
Statistics and Computing
ACM Transactions on Sensor Networks (TOSN)
Data association based on optimization in graphical models with application to sensor networks
Mathematical and Computer Modelling: An International Journal
Modified Shuffled Based Architecture for High-Throughput Decoding of LDPC Codes
Journal of Signal Processing Systems
Discriminative Appearance Models for Pictorial Structures
International Journal of Computer Vision
On Learning Conditional Random Fields for Stereo
International Journal of Computer Vision
Pattern Recognition Letters
Max/min-sum distributed constraint optimization through value propagation on an alternating DAG
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
DCOPs and bandits: exploration and exploitation in decentralised coordination
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Decentralized Bayesian reinforcement learning for online agent collaboration
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Flexible LDPC decoder architectures
VLSI Design - Special issue on Flexible Radio Design: Trends and Challenges in Digital Baseband Implementation
Distributed, real-time bayesian learning in online services
Proceedings of the sixth ACM conference on Recommender systems
Material memex: automatic material suggestions for 3D objects
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Information sharing and searching via collaborative reinforcement learning
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Grammatical structures for word-level sentiment detection
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Monte Carlo MCMC: efficient inference by approximate sampling
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Composing globally consistent pathway parameter estimates through belief propagation
WABI'07 Proceedings of the 7th international conference on Algorithms in Bioinformatics
Mining competitive relationships by learning across heterogeneous networks
Proceedings of the 21st ACM international conference on Information and knowledge management
Real-time collaborative tracking for underwater networked systems
Proceedings of the Seventh ACM International Conference on Underwater Networks and Systems
Unsupervised data processing for classifier-based speech translator
Computer Speech and Language
A discrete chain graph model for 3d+t cell tracking with high misdetection robustness
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Score-Based bayesian skill learning
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Synthesis of tiled patterns using factor graphs
ACM Transactions on Graphics (TOG)
Operation reduced low-density parity-check decoding algorithms for low power communication systems
International Journal of Communication Systems
Clustering with uncertainties: an affinity propagation-based approach
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
SCoBeP: Dense image registration using sparse coding and belief propagation
Journal of Visual Communication and Image Representation
Patent partner recommendation in enterprise social networks
Proceedings of the sixth ACM international conference on Web search and data mining
Deconstructing reinforcement learning in sigma
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Extending mental imagery in sigma
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Will you have a good sleep tonight?: sleep quality prediction with mobile phone
Proceedings of the 7th International Conference on Body Area Networks
Distributed constraint optimisation for resource limited sensor networks
Science of Computer Programming
Simultaneously detecting fake reviews and review spammers using factor graph model
Proceedings of the 5th Annual ACM Web Science Conference
Survey of Stochastic Computing
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on Probabilistic Embedded Computing
Image registration using BP-SIFT
Journal of Visual Communication and Image Representation
An inference-based model of word meaning in context as a paraphrase distribution
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
Improved max-sum algorithm for DCOP with n-ary constraints
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Inferring likely mappings between APIs
Proceedings of the 2013 International Conference on Software Engineering
Unsupervised link prediction using aggregative statistics on heterogeneous social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Confluence: conformity influence in large social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
A probabilistic graphical model approach to stochastic multiscale partial differential equations
Journal of Computational Physics
A topic modeling toolbox using belief propagation
The Journal of Machine Learning Research
Map search via a factor graph model
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
A Confidence Measure for Model Fitting with X-Ray Crystallography Data
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
A belief propagation approach for detecting shilling attacks in collaborative filtering
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Joint inference of entities, relations, and coreference
Proceedings of the 2013 workshop on Automated knowledge base construction
Evaluating simulation software components with player rating systems
Proceedings of the 6th International ICST Conference on Simulation Tools and Techniques
Addressing the concerns of the lacks family: quantification of kin genomic privacy
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
On the interpolation between product-based message passing heuristics for SAT
SAT'13 Proceedings of the 16th international conference on Theory and Applications of Satisfiability Testing
Computer Vision and Image Understanding
Modeling two-player games in the sigma graphical cognitive architecture
AGI'13 Proceedings of the 6th international conference on Artificial General Intelligence
Joint time synchronization and tracking for mobile underwater systems
Proceedings of the Eighth ACM International Conference on Underwater Networks and Systems
GPU-like on-chip system for decoding LDPC codes
ACM Transactions on Embedded Computing Systems (TECS)
Answer extraction from passage graph for question answering
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Can you form healthy habit?: predicting habit forming states through mobile phone
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
Large-scale linked data integration using probabilistic reasoning and crowdsourcing
The VLDB Journal — The International Journal on Very Large Data Bases
Finding topic-level experts in scholarly networks
Scientometrics
Unsupervised online learning for long-term autonomy
International Journal of Robotics Research
Lifted variable elimination: decoupling the operators from the constraint language
Journal of Artificial Intelligence Research
Accelerated training of max-margin Markov networks with kernels
Theoretical Computer Science
The Journal of Machine Learning Research
A complementary construction using mutually unbiased bases
Cryptography and Communications
Machine Vision and Applications
Agent-based decentralised coordination for sensor networks using the max-sum algorithm
Autonomous Agents and Multi-Agent Systems
Data Parallel Implementation of Belief Propagation in Factor Graphs on Multi-core Platforms
International Journal of Parallel Programming
LDPC-in-SSD: making advanced error correction codes work effectively in solid state drives
FAST'13 Proceedings of the 11th USENIX conference on File and Storage Technologies
Combination of annealing particle filter and belief propagation for 3D upper body tracking
Applied Bionics and Biomechanics - Personal Care Robotics
Hybrid weighted bit flipping low density parity check decoding
Digital Signal Processing
Hi-index | 755.98 |
Algorithms that must deal with complicated global functions of many variables often exploit the manner in which the given functions factor as a product of “local” functions, each of which depends on a subset of the variables. Such a factorization can be visualized with a bipartite graph that we call a factor graph, In this tutorial paper, we present a generic message-passing algorithm, the sum-product algorithm, that operates in a factor graph. Following a single, simple computational rule, the sum-product algorithm computes-either exactly or approximately-various marginal functions derived from the global function. A wide variety of algorithms developed in artificial intelligence, signal processing, and digital communications can be derived as specific instances of the sum-product algorithm, including the forward/backward algorithm, the Viterbi algorithm, the iterative “turbo” decoding algorithm, Pearl's (1988) belief propagation algorithm for Bayesian networks, the Kalman filter, and certain fast Fourier transform (FFT) algorithms