Jakwang Kim
3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
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Cross-Pollinator
(10)
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Hot Topic Early Bird
Conferences
JMLR (2)
AISTATS (1)
Top co-authors
Keywords
multimarginal optimal transport
(2)
optimal transport
(2)
multiclass classification
(2)
multi-class classification
(1)
linear programming
(1)
entropic regularization
(1)
sinkhorn algorithm
(1)
lower bound
(1)
multimarginal transport
(1)
adversarial multiclass classification
(1)
adversarial learning
(1)
barycenter problem
(1)
robust classification
(1)
adversarial training
(1)
Papers
Robust Estimation in metric spaces: Achieving Exponential Concentration with a Fréchet Median
AISTATS 2025
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification
JMLR 2024
The multimarginal optimal transport formulation of adversarial multiclass classification
JMLR 2023