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spike and slab

8 papers

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Co-occurring keywords · papers mentioning both

bayesian inference (5) gaussian process (3) variational inference (3) spike-and-slab prior (2) gibbs sampling (2) sparse learning (2) restricted boltzmann machine (1) latent representation (1) sparse linear model (1) high-dimensional data (1)

Papers

Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian Processes AISTATS 2022 Flexible mean field variational inference using mixtures of non-overlapping exponential families NeurIPS 2020 Spike and slab variational Bayes for high dimensional logistic regression NeurIPS 2020 Posterior Concentration for Sparse Deep Learning NeurIPS 2018 Bayesian Inference for Structured Spike and Slab Priors NeurIPS 2014 Training sparse natural image models with a fast Gibbs sampler of an extended state space NeurIPS 2012 A Spike and Slab Restricted Boltzmann Machine AISTATS 2011 Spike and Slab Variational Inference for Multi-Task and Multiple Kernel Learning NeurIPS 2011