Reasoning

Context-sensitive active sensing in humans NeurIPS 2013 First-order Decomposition Trees NeurIPS 2013 Learning and using language via recursive pragmatic reasoning about other agents NeurIPS 2013 Learning Graphs to Match ICCV 2013 Linear Approximation to ADMM for MAP inference ACML 2013 Linear decision rule as aspiration for simple decision heuristics NeurIPS 2013 Message Passing Inference with Chemical Reaction Networks NeurIPS 2013 Neural representation of action sequences: how far can a simple snippet-matching model take us? NeurIPS 2013 On the Complexity and Approximation of Binary Evidence in Lifted Inference NeurIPS 2013 Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems NeurIPS 2013 Relative Hidden Markov Models for Evaluating Motion Skill CVPR 2013 Story-Driven Summarization for Egocentric Video CVPR 2013 Structure Discovery in Nonparametric Regression through Compositional Kernel Search ICML 2013 Synthesizing Robust Plans under Incomplete Domain Models NeurIPS 2013 Action-Model Based Multi-agent Plan Recognition NeurIPS 2012 A mechanistic model of early sensory processing based on subtracting sparse representations NeurIPS 2012 Approximate Inference by Intersecting Semidefinite Bound and Local Polytope AISTATS 2012 Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation AISTATS 2012 Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models NeurIPS 2012 Learning and Model-Checking Networks of I/O Automata ACML 2012 Lifted Variable Elimination with Arbitrary Constraints AISTATS 2012 On Lifting the Gibbs Sampling Algorithm NeurIPS 2012 Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making NeurIPS 2012 Two-way Parallel Class Expression Learning ACML 2012 Autonomous Learning of Action Models for Planning NeurIPS 2011