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Bayesian & Probabilistic

5,407 papers (3 classified directly here)

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

Probabilistic Modeling (3,137) Bayesian Learning (1,734) Bayesian Inference (1,087) Variational Inference (275) Bayesian Networks (103) Gaussian Processes (88)

Papers per year

1
9
127
168
460
385
2000
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'10
'15
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'25

Papers (including subtopics)

Learning Probabilistic Models of Link Structure JMLR 2002 Optimal Structure Identification With Greedy Search JMLR 2002 PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification JMLR 2002 The Representational Power of Discrete Bayesian Networks JMLR 2002 Bayes Point Machines JMLR 2001 Class-Based Probability Estimation Using a Semantic Hierarchy NAACL 2001 Learning with Mixtures of Trees JMLR 2000