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Bayesian Inference

1724 directly classified papers

Papers per year

Papers

Finding Optimal Bayesian Network Given a Super-Structure JMLR 2008
Analyzing human feature learning as nonparametric Bayesian inference NIPS 2008
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes NIPS 2008
Unifying the Sensory and Motor Components of Sensorimotor Adaptation NIPS 2008
Counting Solution Clusters in Graph Coloring Problems Using Belief Propagation NIPS 2008
The Infinite Factorial Hidden Markov Model NIPS 2008
Bayesian Exponential Family PCA NIPS 2008
Sequential effects: Superstition or rational behavior? NIPS 2008
How memory biases affect information transmission: A rational analysis of serial reproduction NIPS 2008
Using Bayesian Dynamical Systems for Motion Template Libraries NIPS 2008
Multi-Agent Filtering with Infinitely Nested Beliefs NIPS 2008
Bayesian Kernel Shaping for Learning Control NIPS 2008
Bayesian Model of Behaviour in Economic Games NIPS 2008
Heterogeneous Component Analysis NIPS 2007
Infinite State Bayes-Nets for Structured Domains NIPS 2007
Collapsed Variational Inference for HDP NIPS 2007
A neural network implementing optimal state estimation based on dynamic spike train decoding NIPS 2007
Efficient Principled Learning of Thin Junction Trees NIPS 2007
Robust Regression with Twinned Gaussian Processes NIPS 2007
Bayesian Policy Learning with Trans-Dimensional MCMC NIPS 2007
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior NIPS 2007
Learning with Tree-Averaged Densities and Distributions NIPS 2007
Markov Chain Monte Carlo with People NIPS 2007
Optimal models of sound localization by barn owls NIPS 2007
Privacy-Preserving Belief Propagation and Sampling NIPS 2007