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bayesian lasso

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markov chain monte carlo (2) bayesian inference (2) variational inference (2) mcmc sampler (1) non-factorized variational (1) generalized bayesian inference (1) stationary phase approximation (1) regression shrinkage (1) sampling algorithm (1) bayesian hierarchical model (1)

Papers

An Efficient Sampling Algorithm for Non-smooth Composite Potentials JMLR 2022 Safe-Bayesian Generalized Linear Regression AISTATS 2020 Variational Inference of Penalized Regression with Submodular Functions UAI 2019 Analytic solution and stationary phase approximation for the Bayesian lasso and elastic net NeurIPS 2018 Integrated Non-Factorized Variational Inference NeurIPS 2013