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Jakwang Kim
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 4
Top Topics
Cost Sensitive
Lower Bound
Multiclass Classification
Semi Supervised Learning
Top Venues
CoRR
J. Mach. Learn. Res.
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Publications
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Nicolás García Trillos
,
Matt Jacobs
,
Jakwang Kim
,
Matthew Werenski
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification.
CoRR
(2024)
Nicolás García Trillos
,
Matt Jacobs
,
Jakwang Kim
On the existence of solutions to adversarial training in multiclass classification.
CoRR
(2023)
Nicolás García Trillos
,
Matt Jacobs
,
Jakwang Kim
The multimarginal optimal transport formulation of adversarial multiclass classification.
J. Mach. Learn. Res.
24 (2023)
Nicolás Garcia Trillos
,
Matt Jacobs
,
Jakwang Kim
The Multimarginal Optimal Transport Formulation of Adversarial Multiclass Classification.
CoRR
(2022)