Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting

5 December 2021

Papers citing "Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting"

4 / 4 papers shown

Title
MVG-CRPS: A Robust Loss Function for Multivariate Probabilistic Forecasting Vincent Zhihao Zheng Lijun Sun AI4TS 42 1 0 11 Oct 2024
Scoring rule nets: beyond mean target prediction in multivariate regression Daan Roordink Sibylle Hess 29 0 0 22 Sep 2024
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,683 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,156 0 06 Jun 2015