Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference

24 May 2023

Papers citing "Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference"

5 / 5 papers shown

Title
Posterior and variational inference for deep neural networks with heavy-tailed weights Ismael Castillo Paul Egels BDL 60 3 0 05 Jun 2024
Misclassification bounds for PAC-Bayesian sparse deep learning The Tien Mai UQCV BDL 49 3 0 02 May 2024
Training Bayesian Neural Networks with Sparse Subspace Variational Inference Junbo Li Zichen Miao Qiang Qiu Ruqi Zhang BDL UQCV 20 8 0 16 Feb 2024
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015