Variational Inference for Sparse and Undirected Models

11 February 2016

Papers citing "Variational Inference for Sparse and Undirected Models"

6 / 6 papers shown

Title
Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care H. Overweg Anna-Lena Popkes A. Ercole Yingzhen Li José Miguel Hernández-Lobato Yordan Zaykov Cheng Zhang 33 24 0 07 May 2019
Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors S. Ghosh Jiayu Yao Finale Doshi-Velez BDL UQCV 15 77 0 13 Jun 2018
Bayesian Compression for Deep Learning Christos Louizos Karen Ullrich Max Welling UQCV BDL 23 479 0 24 May 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,145 0 06 Jun 2015
Bayesian Structure Learning for Markov Random Fields with a Spike and Slab Prior Yutian Chen Max Welling 38 11 0 09 Aug 2014
Variational Inference for Generalized Linear Mixed Models Using Partially Noncentered Parametrizations Linda S. L. Tan David J. Nott 45 49 0 17 May 2012