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Reasoning

2,964 papers

Papers per year

7
14
131
832
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Papers

Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models NIPS 2012
On Lifting the Gibbs Sampling Algorithm NIPS 2012
Learning and Model-Checking Networks of I/O Automata ACML 2012
Two-way Parallel Class Expression Learning ACML 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
Autonomous Learning of Action Models for Planning NIPS 2011
Inductive reasoning about chimeric creatures NIPS 2011
Bayesian Inference for Statistical Abduction Using Markov Chain Monte Carlo ACML 2011
Learning Rules from Incomplete Examples via Implicit Mention Models ACML 2011
Does an Efficient Calibrated Forecasting Strategy Exist? COLT 2011
Minimax Algorithm for Learning Rotations COLT 2011
Probabilistic Analysis of Correctness of High-Level Robot Behavior with Sensor Error RSS 2011
Evidence-Specific Structures for Rich Tractable CRFs NIPS 2010
More data means less inference: A pseudo-max approach to structured learning NIPS 2010
Learning to localise sounds with spiking neural networks NIPS 2010
The Neural Costs of Optimal Control NIPS 2010
Feature Construction for Inverse Reinforcement Learning NIPS 2010
Probabilistic Deterministic Infinite Automata NIPS 2010
Closing the Learning-Planning Loop with Predictive State Representations RSS 2010
The Wisdom of Crowds in the Recollection of Order Information NIPS 2009
Discrete MDL Predicts in Total Variation NIPS 2009
Improving the Reliability of Causal Discovery from Small Data Sets Using Argumentation JMLR 2009
POMDPs for robotic tasks with mixed observability RSS 2009