Sample-based Uncertainty Quantification with a Single Deterministic Neural Network

17 September 2022

Papers citing "Sample-based Uncertainty Quantification with a Single Deterministic Neural Network"

5 / 5 papers shown

Title
Scoring rule nets: beyond mean target prediction in multivariate regression Daan Roordink Sibylle Hess 19 0 0 22 Sep 2024
Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement Learning T. Kanazawa Chetan Gupta 19 0 0 15 Mar 2023
DEUP: Direct Epistemic Uncertainty Prediction Salem Lahlou Moksh Jain Hadi Nekoei V. Butoi Paul Bertin Jarrid Rector-Brooks Maksym Korablyov Yoshua Bengio PER UQLM UQCV UD 200 81 0 16 Feb 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,109 0 06 Jun 2015