conftrace_

Bayesian & Probabilistic

4,733 papers (2 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Probabilistic Modeling (2,617) Variational Inference (898) Gaussian Processes (666) Bayesian Learning (483) Markov Chain Monte Carlo (374) Bayesian Optimization (284) Nonparametric Bayesian (174) Bayesian Networks (149) Conditional Random Fields (39)

Papers per year

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142

123

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201

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276

303

411

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Papers (including subtopics)

Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet JMLR 2003 Overlearning in Marginal Distribution-Based ICA: Analysis and Solutions JMLR 2003 Statistical Dynamics of On-line Independent Component Analysis JMLR 2003 Learning Equivalence Classes of Bayesian-Network Structures JMLR 2002 Learning Probabilistic Models of Link Structure JMLR 2002 PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification JMLR 2002 The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces JMLR 2002 Class-Based Probability Estimation Using a Semantic Hierarchy NAACL 2001