Exploring the Limits of Epistemic Uncertainty Quantification in Low-Shot Settings

18 November 2021

Papers citing "Exploring the Limits of Epistemic Uncertainty Quantification in Low-Shot Settings"

4 / 4 papers shown

Title
Modeling of AUV Dynamics with Limited Resources: Efficient Online Learning Using Uncertainty Michal Tešnar Bilal Wehbe Matias Valdenegro-Toro 21 0 0 06 Apr 2025
Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review Ivo Pascal de Jong A. Sburlea Matias Valdenegro-Toro 12 1 0 15 Nov 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 279 9,136 0 06 Jun 2015