Kengo Kato
4 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
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Research topics
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
NeurIPS 2022
Smooth p-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications
ICML 2021
Asymptotic Guarantees for Generative Modeling Based on the Smooth Wasserstein Distance
NeurIPS 2020