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Probability

1043 directly classified papers

Papers per year

Papers

Variational Inference for Diffusion Processes NIPS 2007
Collective Inference on Markov Models for Modeling Bird Migration NIPS 2007
The Distribution Family of Similarity Distances NIPS 2007
Distances between Data Sets Based on Summary Statistics JMLR 2007
Modeling Natural Sounds with Modulation Cascade Processes NIPS 2007
Inferring Elapsed Time from Stochastic Neural Processes NIPS 2007
A Probabilistic Approach to Language Change NIPS 2007
Gaussian and Wishart Hyperkernels NIPS 2006
A Simulation-Based Algorithm for Ergodic Control of Markov Chains Conditioned on Rare Events JMLR 2006
Stability Properties of Empirical Risk Minimization over Donsker Classes JMLR 2006
Nonparametric Quantile Estimation JMLR 2006
Learning annotated hierarchies from relational data NIPS 2006
Expectation Consistent Approximate Inference JMLR 2005
Kernel Methods for Measuring Independence JMLR 2005
Estimation of Non-Normalized Statistical Models by Score Matching JMLR 2005
Loopy Belief Propagation: Convergence and Effects of Message Errors JMLR 2005
PAC-learnability of Probabilistic Deterministic Finite State Automata JMLR 2004
Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet JMLR 2003