Accelerating EM for Large Databases
Machine Learning
Multi-scale EM-ICP: A Fast and Robust Approach for Surface Registration
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Markov Random Field Modelling of fMRI Data Using a Mean Field EM-algorithm
EMMCVPR '99 Proceedings of the Second International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
A unifying framework for detecting outliers and change points from non-stationary time series data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
A Graphical Model for Audiovisual Object Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bayesian computation in recurrent neural circuits
Neural Computation
Clustering Genes Using Gene Expression and Text Literature Data
CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference
Variational Bayes for Continuous Hidden Markov Models and Its Application to Active Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Online Model Selection Based on the Variational Bayes
Neural Computation
A fast learning algorithm for deep belief nets
Neural Computation
Backoff model training using partially observed data: application to dialog act tagging
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Incremental learning of cognitive concepts: a hidden variable networks approach
PCAR '06 Proceedings of the 2006 international symposium on Practical cognitive agents and robots
Computer Vision and Image Understanding
A Maximum-Likelihood Interpretation for Slow Feature Analysis
Neural Computation
Context-aware wrapping: synchronized data extraction
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Addressing cold-start problem in recommendation systems
Proceedings of the 2nd international conference on Ubiquitous information management and communication
Topic modeling with network regularization
Proceedings of the 17th international conference on World Wide Web
A Bayesian Approach to Attention Control and Concept Abstraction
Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint
Minimum Kullback-Leibler-Based Turbo Multiuser Detector over Decomposition CDMA Signal
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Supervised learning from multiple experts: whom to trust when everyone lies a bit
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Regression-based latent factor models
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
International Journal of Robotics Research
What kind of a graphical model is the brain?
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
An incremental EM-based learning approach for on-line prediction of hospital resource utilization
Artificial Intelligence in Medicine
Incremental distributed identification of Markov random field models in wireless sensor networks
IEEE Transactions on Signal Processing
Incremental learning of statistical motion patterns with growing hidden Markov models
IEEE Transactions on Intelligent Transportation Systems
IEEE Transactions on Image Processing
Robust label propagation on multiple networks
IEEE Transactions on Neural Networks
Learning mixture models via component-wise parameter smoothing
Computational Statistics & Data Analysis
A Study on Smoothing for Particle-Filtered 3D Human Body Tracking
International Journal of Computer Vision
Adaptive iterative detectors for phase-uncertain channels via variational bounding
IEEE Transactions on Communications
Self-organizing mixture models
Neurocomputing
OPTIMOL: Automatic Online Picture Collection via Incremental Model Learning
International Journal of Computer Vision
Learning Articulated Structure and Motion
International Journal of Computer Vision
Discriminative training of HMMs for automatic speech recognition: A survey
Computer Speech and Language
Fragments based parametric tracking
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Texture classification by modeling joint distributions of local patterns with Gaussian mixtures
IEEE Transactions on Image Processing
Online learning for interactive statistical machine translation
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Viterbi training for PCFGs: hardness results and competitiveness of uniform initialization
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
A fast algorithm for robust mixtures in the presence of measurement errors
IEEE Transactions on Neural Networks
Agent decision-making in open mixed networks
Artificial Intelligence
Beta-measure for probabilistic segmentation
MICAI'10 Proceedings of the 9th Mexican international conference on Advances in artificial intelligence: Part I
An interactive machine translation system with online learning
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations
Locally discriminative topic modeling
Pattern Recognition
The list Viterbi training algorithm and its application to keyword search over databases
Proceedings of the 20th ACM international conference on Information and knowledge management
Inferring parameters and structure of latent variable models by variational bayes
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Variational approximations between mean field theory and the junction tree algorithm
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Learning bayesian network equivalence classes from incomplete data
DS'06 Proceedings of the 9th international conference on Discovery Science
Towards an integrated protein-protein interaction network
RECOMB'05 Proceedings of the 9th Annual international conference on Research in Computational Molecular Biology
Detecting MicroRNA targets by linking sequence, MicroRNA and gene expression data
RECOMB'06 Proceedings of the 10th annual international conference on Research in Computational Molecular Biology
Targeting converters for new campaigns through factor models
Proceedings of the 21st international conference on World Wide Web
Eliminating spammers and ranking annotators for crowdsourced labeling tasks
The Journal of Machine Learning Research
Agent-based cluster analysis of tropical cyclone tracks in the western north pacific
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Distributed GraphLab: a framework for machine learning and data mining in the cloud
Proceedings of the VLDB Endowment
Graphical EM for on-line learning of grammatical probabilities in radar Electronic Support
Applied Soft Computing
A review on speaker diarization systems and approaches
Speech Communication
Progressive expectation-maximization for hierarchical volumetric photon mapping
EGSR'11 Proceedings of the Twenty-second Eurographics conference on Rendering
Intent-aware temporal query modeling for keyword suggestion
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Regularized Latent Semantic Indexing: A New Approach to Large-Scale Topic Modeling
ACM Transactions on Information Systems (TOIS)
Efficient background subtraction under abrupt illumination variations
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Massively parallel expectation maximization using graphics processing units
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Parameter learning for latent network diffusion
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
A systematic approach for detecting and clustering distributed cyber scanning
Computer Networks: The International Journal of Computer and Telecommunications Networking
Bayesian perspective for the registration of multiple 3D views
Computer Vision and Image Understanding
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