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Learning with risks based on M-location
v1v2 (latest)

Learning with risks based on M-location

Machine-mediated learning (ML), 2020
4 December 2020
Matthew J. Holland
ArXiv (abs)PDFHTML

Papers citing "Learning with risks based on M-location"

5 / 5 papers shown
Making Robust Generalizers Less Rigid with Loss Concentration
Making Robust Generalizers Less Rigid with Loss Concentration
Matthew J. Holland
Toma Hamada
OOD
400
0
0
07 Aug 2024
Criterion Collapse and Loss Distribution Control
Criterion Collapse and Loss Distribution Control
Matthew J. Holland
287
2
0
15 Feb 2024
Flexible risk design using bi-directional dispersion
Flexible risk design using bi-directional dispersionInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Matthew J. Holland
385
6
0
28 Mar 2022
A Survey of Learning Criteria Going Beyond the Usual Risk
A Survey of Learning Criteria Going Beyond the Usual RiskJournal of Artificial Intelligence Research (JAIR), 2021
Matthew J. Holland
Kazuki Tanabe
FaML
399
6
0
11 Oct 2021
Spectral risk-based learning using unbounded losses
Spectral risk-based learning using unbounded lossesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Matthew J. Holland
El Mehdi Haress
196
11
0
11 May 2021
1
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