Output-Constrained Bayesian Neural Networks

Output-Constrained Bayesian Neural Networks

15 May 2019

Srivatsan Srinivasan

Melanie F. Pradier

Finale Doshi-Velez

Papers citing "Output-Constrained Bayesian Neural Networks"

5 / 5 papers shown

Title
Deep Classifiers with Label Noise Modeling and Distance Awareness Vincent Fortuin Mark Collier F. Wenzel J. Allingham J. Liu Dustin Tran Balaji Lakshminarayanan Jesse Berent Rodolphe Jenatton E. Kokiopoulou UQCV 28 11 0 06 Oct 2021
Priors in Bayesian Deep Learning: A Review Vincent Fortuin UQCV BDL 29 124 0 14 May 2021
Incorporating Interpretable Output Constraints in Bayesian Neural Networks Wanqian Yang Lars Lorch Moritz Graule Himabindu Lakkaraju Finale Doshi-Velez UQCV BDL 10 16 0 21 Oct 2020
Bayesian Deep Learning and a Probabilistic Perspective of Generalization A. Wilson Pavel Izmailov UQCV BDL OOD 19 639 0 20 Feb 2020
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,262 0 09 Jun 2012