bayesian learning

185 papers

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Co-occurring keywords

bayesian inference (1904) variational inference (2069) uncertainty quantification (1365) markov chain monte carlo (724) probabilistic modeling (851) posterior distribution (259) gaussian process (1198) transfer learning (5442) reinforcement learning (4122) stochastic gradient (296)

Papers

Bayesian Model of Behaviour in Economic Games NIPS 2008

Bayesian Kernel Shaping for Learning Control NIPS 2008

Probabilistic Matrix Factorization NIPS 2007

A Bayesian LDA-based model for semi-supervised part-of-speech tagging NIPS 2007

Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations NIPS 2007

Learning Structural Equation Models for fMRI NIPS 2006

Dirichlet-Enhanced Spam Filtering based on Biased Samples NIPS 2006

Unified Inference for Variational Bayesian Linear Gaussian State-Space Models NIPS 2006

Learning to be Bayesian without Supervision NIPS 2006

Context Effects in Category Learning: An Investigation of Four Probabilistic Models NIPS 2006