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bayesian variable selection

6 papers

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markov chain monte carlo (3) variable selection (2) eigen decomposition (1) determinantal point process (1) variable importance (1) generative model (1) hierarchical bayesian model (1) generalized linear model (1) negative binomial regression (1) high-dimensional covariate (1)

Papers

Bayesian Variable Selection in a Million Dimensions AISTATS 2023 Bayesian subset selection and variable importance for interpretable prediction and classification JMLR 2022 Scalable Spike-and-Slab ICML 2022 Determinantal Regularization for Ensemble Variable Selection AISTATS 2016 Sparse Bayesian Variable Selection for the Identification of Antigenic Variability in the Foot-and-Mouth Disease Virus AISTATS 2014 EigenNet: A Bayesian hybrid of generative and conditional models for sparse learning NeurIPS 2011