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Generative machine learning methods for multivariate ensemble
  post-processing

Generative machine learning methods for multivariate ensemble post-processing

26 September 2022
Jieyu Chen
Tim Janke
Florian Steinke
Sebastian Lerch
ArXivPDFHTML

Papers citing "Generative machine learning methods for multivariate ensemble post-processing"

9 / 9 papers shown
Title
Likelihood-Free Variational Autoencoders
Likelihood-Free Variational Autoencoders
Chen Xu
Qiang Wang
Lijun Sun
DiffM
DRL
88
0
0
24 Apr 2025
Conditioning Diffusions Using Malliavin Calculus
Conditioning Diffusions Using Malliavin Calculus
Jakiw Pidstrigach
Elizabeth Baker
Carles Domingo-Enrich
George Deligiannidis
Nikolas Nüsken
DiffM
38
0
0
04 Apr 2025
Proper scoring rules for estimation and forecast evaluation
Proper scoring rules for estimation and forecast evaluation
Kartik Waghmare
Johanna Ziegel
AI4TS
33
0
0
02 Apr 2025
Physically Constrained Generative Adversarial Networks for Improving Precipitation Fields from Earth System Models
Physically Constrained Generative Adversarial Networks for Improving Precipitation Fields from Earth System Models
P. Hess
Markus Drüke
S. Petri
Felix M. Strnad
Niklas Boers
38
60
0
03 Jan 2025
MVG-CRPS: A Robust Loss Function for Multivariate Probabilistic Forecasting
MVG-CRPS: A Robust Loss Function for Multivariate Probabilistic Forecasting
Vincent Zhihao Zheng
Lijun Sun
AI4TS
40
1
0
11 Oct 2024
Improving probabilistic forecasts of extreme wind speeds by training statistical post-processing models with weighted scoring rules
Improving probabilistic forecasts of extreme wind speeds by training statistical post-processing models with weighted scoring rules
Jakob Benjamin Wessel
Christopher A. T. Ferro
Gavin R. Evans
F. Kwasniok
43
1
0
22 Jul 2024
Implicit Generative Copulas
Implicit Generative Copulas
Tim Janke
M. Ghanmi
F. Steinke
35
17
0
29 Sep 2021
Multivariate Forecasting Evaluation: On Sensitive and Strictly Proper
  Scoring Rules
Multivariate Forecasting Evaluation: On Sensitive and Strictly Proper Scoring Rules
F. Ziel
Kevin Berk
AI4TS
83
27
0
16 Oct 2019
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
276
5,661
0
05 Dec 2016
1