Statistical Foundation of Variational Bayes Neural Networks

29 June 2020

Papers citing "Statistical Foundation of Variational Bayes Neural Networks"

7 / 7 papers shown

Title
Implicit Generative Prior for Bayesian Neural Networks Yijia Liu Xiao Wang BDL 51 1 0 27 Apr 2024
Variational Inference for Bayesian Neural Networks under Model and Parameter Uncertainty A. Hubin G. Storvik BDL UQCV 117 6 0 01 May 2023
Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection Kush S. Bhatia Nikki Lijing Kuang Yi-An Ma Yixin Wang 50 7 0 22 Jul 2022
Layer Adaptive Node Selection in Bayesian Neural Networks: Statistical Guarantees and Implementation Details Sanket Jantre Shrijita Bhattacharya T. Maiti BDL 88 13 0 25 Aug 2021
Explore and Control with Adversarial Surprise Arnaud Fickinger Natasha Jaques Samyak Parajuli Michael Chang Nicholas Rhinehart Glen Berseth Stuart J. Russell Sergey Levine 73 8 0 12 Jul 2021
Black Box Variational Bayesian Model Averaging Vojtech Kejzlar Shrijita Bhattacharya Mookyong Son T. Maiti BDL 53 3 0 23 Jun 2021
Variational Bayes Neural Network: Posterior Consistency, Classification Accuracy and Computational Challenges Shrijita Bhattacharya Zihuan Liu T. Maiti BDL 23 1 0 19 Nov 2020