Publications

(* denotes equal contribution, alphabetically ordered authorship)

Non-Euclidean Statistics

• Jakwang Kim*, Jiyoung Park*, Anirban Bhattacharya (2025). “Robust Estimation in metric spaces: Achieving Exponential Concentration with a Fr'echet Median”. AISTATS 2025. Paper, Slides, Codes.

Approximation Theory & Statistical Learning Theory

• Jiyoung Park, Ian Pelakh, Stephan Wojtowytsch (2023). “Minimum norm interpolation by perceptra: Explicit regularization and implicit bias”. NeurIPS 2023. Paper, Slides.

Miscellaneous

• Jiyoung Park, Günay Doğan (2024), “Probabilistic U-Net with Kendall Shape Spaces for Geometry-Aware Segmentations of Images”. Preprint. Paper.