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Copula-based synthetic data augmentation for machine-learning emulators

Copula-based synthetic data augmentation for machine-learning emulators

16 December 2020
David Meyer
T. Nagler
R. Hogan
ArXivPDFHTML

Papers citing "Copula-based synthetic data augmentation for machine-learning emulators"

4 / 4 papers shown
Title
Binary Gaussian Copula Synthesis: A Novel Data Augmentation Technique to
  Advance ML-based Clinical Decision Support Systems for Early Prediction of
  Dialysis Among CKD Patients
Binary Gaussian Copula Synthesis: A Novel Data Augmentation Technique to Advance ML-based Clinical Decision Support Systems for Early Prediction of Dialysis Among CKD Patients
H. Khosravi
Srinjoy Das
Abdullah Al-Mamun
Imtiaz Ahmed
36
2
0
01 Mar 2024
Marginal Tail-Adaptive Normalizing Flows
Marginal Tail-Adaptive Normalizing Flows
M. Laszkiewicz
Johannes Lederer
Asja Fischer
MedIm
28
8
0
21 Jun 2022
Machine Learning Emulation of Urban Land Surface Processes
Machine Learning Emulation of Urban Land Surface Processes
David Meyer
S. Grimmond
P. Dueben
R. Hogan
M. Reeuwijk
17
17
0
21 Dec 2021
Machine Learning Emulation of 3D Cloud Radiative Effects
Machine Learning Emulation of 3D Cloud Radiative Effects
David Meyer
R. Hogan
P. Dueben
Shannon L. Mason
11
27
0
22 Mar 2021
1