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maximum entropy

91 papers

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Also known as

MAX-ENT CMAXENT MEG MEIRL ME MAXENT

Co-occurring keywords

inverse reinforcement learning (205) convex optimization (1320) variational inference (2069) markov decision process (788) imitation learning (741) reinforcement learning (4122) reward function (288) probabilistic inference (310) maximum entropy models (9) energy-based model (248)

Papers

Spectral Dimensionality Reduction via Maximum Entropy AISTATS 2011
Discussion of “Spectral Dimensionality Reduction via Maximum Entropy” AISTATS 2011
Shadow Dirichlet for Restricted Probability Modeling NIPS 2010
Collaborative Filtering via Rating Concentration AISTATS 2010
Semi-Supervised Learning via Generalized Maximum Entropy AISTATS 2010
Maximum Entropy Discrimination Markov Networks JMLR 2009
Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models NIPS 2009
A general framework for investigating how far the decoding process in the brain can be simplified NIPS 2008
Partially Observed Maximum Entropy Discrimination Markov Networks NIPS 2008
Maximum Entropy Density Estimation with Generalized Regularization and an Application to Species Distribution Modeling JMLR 2007
Near-Maximum Entropy Models for Binary Neural Representations of Natural Images NIPS 2007
A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation JMLR 2007
Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm NIPS 2006
Sufficient Dimensionality Reduction JMLR 2003
Shallow Parsing using Noisy and Non-Stationary Training Material JMLR 2002
Named Entity Extraction Based on A Maximum Entropy Model and Transformation Rules ACL 2000