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Reasoning

2595 directly classified papers

Papers per year

Papers

Synthesizing Robust Plans under Incomplete Domain Models NIPS 2013
Learning and using language via recursive pragmatic reasoning about other agents NIPS 2013
Structure Discovery in Nonparametric Regression through Compositional Kernel Search ICML 2013
Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making NIPS 2012
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models NIPS 2012
On Lifting the Gibbs Sampling Algorithm NIPS 2012
Approximate Inference by Intersecting Semidefinite Bound and Local Polytope AISTATS 2012
Lifted Variable Elimination with Arbitrary Constraints AISTATS 2012
Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation AISTATS 2012
Two-way Parallel Class Expression Learning ACML 2012
Learning and Model-Checking Networks of I/O Automata ACML 2012
Action-Model Based Multi-agent Plan Recognition NIPS 2012
A mechanistic model of early sensory processing based on subtracting sparse representations NIPS 2012
Autonomous Learning of Action Models for Planning NIPS 2011
Inductive reasoning about chimeric creatures NIPS 2011
Does an Efficient Calibrated Forecasting Strategy Exist? COLT 2011
Bayesian Inference for Statistical Abduction Using Markov Chain Monte Carlo ACML 2011
Learning Rules from Incomplete Examples via Implicit Mention Models ACML 2011
Minimax Algorithm for Learning Rotations COLT 2011
Probabilistic Analysis of Correctness of High-Level Robot Behavior with Sensor Error RSS 2011
Probabilistic Deterministic Infinite Automata NIPS 2010
The Neural Costs of Optimal Control NIPS 2010
Learning to localise sounds with spiking neural networks NIPS 2010
Evidence-Specific Structures for Rich Tractable CRFs NIPS 2010
More data means less inference: A pseudo-max approach to structured learning NIPS 2010