Bayesian Deep Learning with Multilevel Trace-class Neural Networks

24 March 2022

Papers citing "Bayesian Deep Learning with Multilevel Trace-class Neural Networks"

5 / 5 papers shown

Title
Multifidelity linear regression for scientific machine learning from scarce data Elizabeth Qian Dayoung Kang Vignesh Sella Anirban Chaudhuri AI4CE 63 0 0 13 Mar 2024
Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need Shangda Yang Vitaly Zankin Maximilian Balandat Stefan Scherer Kevin Carlberg Neil S. Walton Kody J. H. Law 50 0 0 03 Feb 2024
On the Parallel Complexity of Multilevel Monte Carlo in Stochastic Gradient Descent Kei Ishikawa BDL 46 0 0 03 Oct 2023
$Approximation by Combinations of ReLU and Squared ReLU Ridge Functions with $ \ell^1 $ and $ \ell^0 $ Controls$ Approximation by Combinations of ReLU and Squared ReLU Ridge Functions with $\ell^1$ and $\ell^0$ Controls Jason M. Klusowski Andrew R. Barron 108 142 0 26 Jul 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 243 9,042 0 06 Jun 2015