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Comparison of Uncertainty Quantification with Deep Learning in Time
  Series Regression

Comparison of Uncertainty Quantification with Deep Learning in Time Series Regression

11 November 2022
Levente Foldesi
Matias Valdenegro-Toro
    UQCV
ArXivPDFHTML

Papers citing "Comparison of Uncertainty Quantification with Deep Learning in Time Series Regression"

3 / 3 papers shown
Title
GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme
  Precipitation Nowcasting
GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting
Eloy Reulen
S. Mehrkanoon
31
3
0
18 Jan 2024
Forecasting Workload in Cloud Computing: Towards Uncertainty-Aware
  Predictions and Transfer Learning
Forecasting Workload in Cloud Computing: Towards Uncertainty-Aware Predictions and Transfer Learning
Andrea Rossi
Andrea Visentin
Diego Carraro
Steven D. Prestwich
Kenneth N. Brown
25
0
0
24 Feb 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
270
5,660
0
05 Dec 2016
1