Artificial Intelligence

Analytical Results for the Error in Filtering of Gaussian Processes NeurIPS 2011 An Application of Tree-Structured Expectation Propagation for Channel Decoding NeurIPS 2011 Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals NeurIPS 2011 Anechoic Blind Source Separation Using Wigner Marginals JMLR 2011 An Empirical Evaluation of Thompson Sampling NeurIPS 2011 An ideal observer model for identifying the reference frame of objects NeurIPS 2011 An Instantiation-Based Theorem Prover for First-Order Programming AISTATS 2011 An Unsupervised Decontamination Procedure For Improving The Reliability Of Human Judgments NeurIPS 2011 Approximate inference for the loss-calibrated Bayesian AISTATS 2011 A rational model of causal inference with continuous causes NeurIPS 2011 A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning AISTATS 2011 -Armed Bandits JMLR 2011 Asymptotic Theory for Linear-Chain Conditional Random Fields AISTATS 2011 A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NeurIPS 2011 Automated Refinement of Bayes Networks' Parameters based on Test Ordering Constraints NeurIPS 2011 Autonomous Learning of Action Models for Planning NeurIPS 2011 Bayesian Bias Mitigation for Crowdsourcing NeurIPS 2011 Bayesian Generalized Kernel Mixed Models JMLR 2011 Bayesian Inference for Statistical Abduction Using Markov Chain Monte Carlo ACML 2011 Bayesian Spike-Triggered Covariance Analysis NeurIPS 2011 Bilateral Teleoperation of Groups of UAVs with Decentralized Connectivity Maintenance RSS 2011 Blackwell Approachability and No-Regret Learning are Equivalent COLT 2011 Blending Autonomous Exploration and Apprenticeship Learning NeurIPS 2011 Clustered Multi-Task Learning Via Alternating Structure Optimization NeurIPS 2011 Clustering via Dirichlet Process Mixture Models for Portable Skill Discovery NeurIPS 2011