conftrace_

variational free energy

8 papers

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Co-occurring keywords

variational inference (2069) marginal likelihood (75) model selection (456) diffusion processes (2) parameter inference (29) sparse approximation (76) marginal inference (25) posterior estimation (34) stochastic process (388) sparse optimization (246)

Papers

Theory-guided Message Passing Neural Network for Probabilistic Inference AISTATS 2024
The Vertex Sample Complexity of Free Energy is Polynomial COLT 2018
Weight Uncertainty in Neural Network ICML 2015
Rebuilding Factorized Information Criterion: Asymptotically Accurate Marginal Likelihood ICML 2015
Efficient Optimization for Sparse Gaussian Process Regression NIPS 2013
Variational Inference for Diffusion Processes NIPS 2007
Stochastic Complexities of Gaussian Mixtures in Variational Bayesian Approximation JMLR 2006
Denoising Source Separation JMLR 2005