Jakwang Kim

According to our database, Jakwang Kim authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Robust Estimation in metric spaces: Achieving Exponential Concentration with a Fréchet Median.

Jakwang Kim, Jiyoung Park, Anirban Bhattacharya

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification.

Nicolás García Trillos, Matt Jacobs, Jakwang Kim, Matthew Werenski

CoRR, 2024

2023

The multimarginal optimal transport formulation of adversarial multiclass classification.

Nicolás García Trillos, Matt Jacobs, Jakwang Kim

J. Mach. Learn. Res., 2023

On the existence of solutions to adversarial training in multiclass classification.

Nicolás García Trillos, Matt Jacobs, Jakwang Kim

CoRR, 2023