Kim, Jakwang

3 publications

AISTATS 2025 Robust Estimation in Metric Spaces: Achieving Exponential Concentration with a Fréchet Median Jakwang Kim, Jiyoung Park, Anirban Bhattacharya

JMLR 2024 An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification Nicolas Garcia Trillos, Matt Jacobs, Jakwang Kim, Matthew Werenski

JMLR 2023 The Multimarginal Optimal Transport Formulation of Adversarial Multiclass Classification Nicolás García Trillos, Matt Jacobs, Jakwang Kim