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← Topics

Artificial Intelligence

72,274 papers (0 classified directly here)

Subtopics

Core AI (59,089) Learning Paradigms (14,108) Bayesian & Probabilistic (4,335)

Papers per year

2
22
193
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14833
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Papers (including subtopics)

An Empirical Study of the Use of Relevance Information in Inductive Logic Programming JMLR 2003
Learning Behavior-Selection by Emotions and Cognition in a Multi-Goal Robot Task JMLR 2003
ILP: A Short Look Back and a Longer Look Forward JMLR 2003
Relational Learning as Search in a Critical Region JMLR 2003
On Inclusion-Driven Learning of Bayesian Networks JMLR 2003
Speedup Learning for Repair-based Search by Identifying Redundant Steps JMLR 2003
Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet JMLR 2003
Nash Q-Learning for General-Sum Stochastic Games JMLR 2003
Energy-Based Models for Sparse Overcomplete Representations JMLR 2003
Blind Source Recovery: A Framework in the State Space JMLR 2003
Evaluating Translational Correspondence using Annotation Projection ACL 2002
Learning Equivalence Classes of Bayesian-Network Structures JMLR 2002
Learning Precise Timing with LSTM Recurrent Networks JMLR 2002
PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification JMLR 2002
Tracking a Small Set of Experts by Mixing Past Posteriors JMLR 2002
Optimal Structure Identification With Greedy Search JMLR 2002
Multiple-Instance Learning of Real-Valued Data JMLR 2002
Learning Probabilistic Models of Link Structure JMLR 2002
The Representational Power of Discrete Bayesian Networks JMLR 2002
Lyapunov Design for Safe Reinforcement Learning JMLR 2002
Bayes Point Machines JMLR 2001
Class-Based Probability Estimation Using a Semantic Hierarchy NAACL 2001
Learning with Mixtures of Trees JMLR 2000
Learning Evaluation Functions to Improve Optimization by Local Search JMLR 2000