Dynamic dependencies and performance improvement
LISA'08 Proceedings of the 22nd conference on Large installation system administration conference
Gaussian process dynamic programming
Neurocomputing
Automatic exploration of datacenter performance regimes
ACDC '09 Proceedings of the 1st workshop on Automated control for datacenters and clouds
Stochastic progressive photon mapping
ACM SIGGRAPH Asia 2009 papers
Predictive exploration for autonomous science
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Distributed field estimation with randomly deployed, noisy, binary sensors
IEEE Transactions on Signal Processing
Estimation of spatially distributed processes in wireless sensor networks with random packet loss
IEEE Transactions on Wireless Communications
Domain-guided novelty detection for autonomous exploration
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Model-based and model-free reinforcement learning for visual servoing
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Nonlinear Image Processing and Filtering: A Unified Approach Based on Vertically Weighted Regression
International Journal of Applied Mathematics and Computer Science - Applied Image Processing
Sparse non-Gaussian component analysis
IEEE Transactions on Information Theory
BasisDetect: a model-based network event detection framework
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Estimation of ambiguity functions with limited spread
IEEE Transactions on Signal Processing
IEEE Transactions on Signal Processing
Gaussian mixture modeling with Gaussian process latent variable models
Proceedings of the 32nd DAGM conference on Pattern recognition
Arm-hand behaviours modelling: from attention to imitation
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Incrementally maintaining classification using an RDBMS
Proceedings of the VLDB Endowment
On the prevalence and characteristics of MPLS deployments in the open internet
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Multiple testing in statistical analysis of systems-based information retrieval experiments
ACM Transactions on Information Systems (TOIS)
The Journal of Machine Learning Research
Non-local Methods with Shape-Adaptive Patches (NLM-SAP)
Journal of Mathematical Imaging and Vision
State of the art in photon density estimation
ACM SIGGRAPH 2012 Courses
A comparison of the lasso and marginal regression
The Journal of Machine Learning Research
Nonparametric bivariate copula estimation based on shape-restricted support vector regression
Knowledge-Based Systems
Posit: a lightweight approach for IP geolocation
ACM SIGMETRICS Performance Evaluation Review
Unsupervised morphology rivals supervised morphology for Arabic MT
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
On conditional variance estimation in nonparametric regression
Statistics and Computing
A Method for Ranking Non-Linear Qualitative Decision Preferences using Copulas
International Journal of Decision Support System Technology
Sparse non Gaussian component analysis by semidefinite programming
Machine Learning
Differential privacy for functions and functional data
The Journal of Machine Learning Research
Users get routed: traffic correlation on tor by realistic adversaries
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
Efficient regression in metric spaces via approximate lipschitz extension
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
Social structure and depression in TrevorSpace
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
RiskRoute: a framework for mitigating network outage threats
Proceedings of the ninth ACM conference on Emerging networking experiments and technologies
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