Uncertainty Decomposition in Bayesian Neural Networks with Latent
Variables

Uncertainty Decomposition in Bayesian Neural Networks with Latent Variables

26 June 2017

José Miguel Hernández-Lobato

Finale Doshi-Velez

Papers citing "Uncertainty Decomposition in Bayesian Neural Networks with Latent Variables"

5 / 5 papers shown

Title
HopCast: Calibration of Autoregressive Dynamics Models Muhammad Bilal Shahid Cody H. Fleming UQCV 52 0 0 27 Jan 2025
Multi-Fidelity Bayesian Neural Network for Uncertainty Quantification in Transonic Aerodynamic Loads Andrea Vaiuso Gabriele Immordino Marcello Righi A. Ronch AI4CE 48 0 0 08 Jul 2024
Accurate Uncertainty Estimation and Decomposition in Ensemble Learning J. Liu John Paisley M. Kioumourtzoglou B. Coull UQCV UD PER 30 83 0 11 Nov 2019
Functional Variational Bayesian Neural Networks Shengyang Sun Guodong Zhang Jiaxin Shi Roger C. Grosse BDL 22 235 0 14 Mar 2019
A Benchmark Environment Motivated by Industrial Control Problems D. Hein Stefan Depeweg Michel Tokic Steffen Udluft A. Hentschel Thomas Runkler V. Sterzing OffRL 19 59 0 27 Sep 2017