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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
410
5040
14833
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Papers (including subtopics)

Active Coevolutionary Learning of Deterministic Finite Automata JMLR 2005
Probabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models JMLR 2005
A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data JMLR 2005
A Unifying View of Sparse Approximate Gaussian Process Regression JMLR 2005
What's Strange About Recent Events (WSARE): An Algorithm for the Early Detection of Disease Outbreaks JMLR 2005
Change Point Problems in Linear Dynamical Systems JMLR 2005
Expectation Consistent Approximate Inference JMLR 2005
Interacting Markov Random Fields for Simultaneous Terrain Modeling and Obstacle Detection RSS 2005
Active Learning For Outdoor Obstacle Detection RSS 2005
Effcient Motion Planning Based on Disassembly RSS 2005
Dynamic Task Assignment in Robot Swarms RSS 2005
Square Root SAM RSS 2005
Time Complexity of Sensor-Based Vehicle Routing RSS 2005
Blind Swarms for Coverage in 2-D RSS 2005
Auction-Based Multi-Robot Routing RSS 2005
Exact Bayesian Structure Discovery in Bayesian Networks JMLR 2004
Hierarchical Latent Class Models for Cluster Analysis JMLR 2004
Probability Product Kernels JMLR 2004
Large-Sample Learning of Bayesian Networks is NP-Hard JMLR 2004
Matching Words and Pictures JMLR 2003
Task Clustering and Gating for Bayesian Multitask Learning JMLR 2003
Learning Probabilistic Models: An Expected Utility Maximization Approach JMLR 2003
Combining Knowledge from Different Sources in Causal Probabilistic Models JMLR 2003
Preference Elicitation via Theory Refinement JMLR 2003
Fusion of Domain Knowledge with Data for Structural Learning in Object Oriented Domains JMLR 2003