Accurate Prediction and Uncertainty Estimation using Decoupled
Prediction Interval Networks

Accurate Prediction and Uncertainty Estimation using Decoupled Prediction Interval Networks

19 February 2022

Steven Waslander

Papers citing "Accurate Prediction and Uncertainty Estimation using Decoupled Prediction Interval Networks"

4 / 4 papers shown

Title
Uncertainty quantification in neural network classifiers -- a local linear approach Magnus Malmström Isaac Skog Daniel Axehill Fredrik K. Gustafsson UQCV 28 1 0 10 Mar 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,660 0 05 Dec 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 197 745 0 06 Jun 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015