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prior distribution

61 papers

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Co-occurring keywords

bayesian inference (1907) variational autoencoder (1288) posterior distribution (259) generative model (2892) uncertainty quantification (1393) pac-bayes bound (53) latent space (854) bayesian neural network (201) gaussian process (1200) variational inference (2069)

Papers

Bayesian entropy estimation for binary spike train data using parametric prior knowledge NIPS 2013
EP-GIG Priors and Applications in Bayesian Sparse Learning JMLR 2012
PAC-Bayes Bounds with Data Dependent Priors JMLR 2012
Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference NIPS 2012
The Sample Complexity of Self-Verifying Bayesian Active Learning AISTATS 2011
Functional form of motion priors in human motion perception NIPS 2010
An Alternative Prior Process for Nonparametric Bayesian Clustering AISTATS 2010
PAC-Bayesian Model Selection for Reinforcement Learning NIPS 2010
Tighter PAC-Bayes Bounds NIPS 2006
A Bayes Optimal Approach for Partitioning the Values of Categorical Attributes JMLR 2005
Prior Knowledge and Preferential Structures in Gradient Descent Learning Algorithms JMLR 2001