Kengo Kato
4 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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Conferences
NIPS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
wasserstein distance
(3)
minimum distance estimation
(2)
optimal transport
(2)
convergence rate
(2)
sliced wasserstein distance
(1)
entropic gromov-wasserstein
(1)
stability analysis
(1)
minimax estimation
(1)
robust estimation
(1)
minimax optimal
(1)
entropic regularization
(1)
sinkhorn algorithm
(1)
two-sample testing
(1)
distance metric
(1)
statistical learning
(1)
empirical distribution
(1)
gromov-wasserstein distance
(1)
monte carlo estimator
(1)
gaussian smoothing
(1)
metric measure space
(1)
Papers
Entropic Gromov-Wasserstein Distances: Stability and Algorithms
JMLR 2024
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances
NIPS 2022
Smooth $p$-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications
ICML 2021
Asymptotic Guarantees for Generative Modeling Based on the Smooth Wasserstein Distance
NIPS 2020