Tom Hess
5 papers · 2016–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
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Research topics
Keywords
active learning
(2)
query complexity
(2)
k-median clustering
(2)
approximation algorithm
(2)
sequential clustering
(2)
approximation factor
(1)
communication efficiency
(1)
stream-based learning
(1)
random-order algorithm
(1)
clustering algorithm
(1)
online algorithm
(1)
stream algorithm
(1)
distributed algorithm
(1)
interactive algorithm
(1)
pool-based learning
(1)
sequential algorithm
(1)
constant approximation
(1)
pool-based algorithm
(1)
random-order input
(1)
online learning
(1)
Papers
Fast Distributed k-Means with a Small Number of Rounds
AISTATS 2023
A Constant Approximation Algorithm for Sequential Random-Order No-Substitution k-Median Clustering
NeurIPS 2021
Sequential no-Substitution k-Median-Clustering
AISTATS 2020
Interactive Algorithms: Pool, Stream and Precognitive Stream
JMLR 2018
Interactive Algorithms: from Pool to Stream
COLT 2016