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bayesian variable selection

6 papers

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Co-occurring keywords

markov chain monte carlo (725) variable selection (146) eigen decomposition (5) determinantal point process (140) variable importance (23) generative model (2892) hierarchical bayesian model (34) spike and slab prior (6) generalized linear model (138) negative binomial regression (1)

Papers

Bayesian Variable Selection in a Million Dimensions AISTATS 2023
Scalable Spike-and-Slab ICML 2022
Bayesian subset selection and variable importance for interpretable prediction and classification JMLR 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 NIPS 2011