ML Anthology

Kato, Kengo

6 publications

JMLR 2024 Entropic Gromov-Wasserstein Distances: Stability and Algorithms Gabriel Rioux, Ziv Goldfeld, Kengo Kato
NeurIPSW 2023 Entropic Gromov-Wasserstein Distances: Stability and Algorithms Gabriel Rioux, Ziv Goldfeld, Kengo Kato
NeurIPSW 2023 Semi-Discrete Gromov-Wasserstein Distances: Existence of Gromov-Monge Maps and Statistical Theory Gabriel Rioux, Ziv Goldfeld, Kengo Kato
NeurIPS 2022 Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances Sloan Nietert, Ziv Goldfeld, Ritwik Sadhu, Kengo Kato
ICML 2021 Smooth $p$-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications Sloan Nietert, Ziv Goldfeld, Kengo Kato
NeurIPS 2020 Asymptotic Guarantees for Generative Modeling Based on the Smooth Wasserstein Distance Ziv Goldfeld, Kristjan Greenewald, Kengo Kato