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A Unified Plug-and-Play Framework for Effective Data Denoising and
  Robust Abstention

A Unified Plug-and-Play Framework for Effective Data Denoising and Robust Abstention

25 September 2020
Krishanu Sarker
Xiulong Yang
Yongqian Li
S. Belkasim
Shihao Ji
ArXiv (abs)PDFHTML

Papers citing "A Unified Plug-and-Play Framework for Effective Data Denoising and Robust Abstention"

4 / 4 papers shown
Title
Abstaining Machine Learning -- Philosophical Considerations
Abstaining Machine Learning -- Philosophical Considerations
Daniela Schuster
113
0
0
01 Sep 2024
Reducing Risk and Uncertainty of Deep Neural Networks on Diagnosing
  COVID-19 Infection
Reducing Risk and Uncertainty of Deep Neural Networks on Diagnosing COVID-19 Infection
Krishanu Sarker
Sharbani Pandit
A. Sarker
S. Belkasim
Shihao Ji
UQCV
52
1
0
28 Apr 2021
Controlled abstention neural networks for identifying skillful
  predictions for classification problems
Controlled abstention neural networks for identifying skillful predictions for classification problemsJournal of Advances in Modeling Earth Systems (JAMES), 2021
E. Barnes
R. Barnes
171
8
0
16 Apr 2021
Controlled abstention neural networks for identifying skillful
  predictions for regression problems
Controlled abstention neural networks for identifying skillful predictions for regression problemsJournal of Advances in Modeling Earth Systems (JAMES), 2021
E. Barnes
R. Barnes
262
28
0
16 Apr 2021
1