Aryeh Kontorovich
44 papers
· 2013–2025
· 7 conferences
· across top CS/AI conferences
Achievements
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Academic Marathon
(12)
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Cross-Pollinator
(12)
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Renaissance Researcher
(8)
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Conference Polyglot
(7)
πΊοΈ
Taxonomy Completionist
(12)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
π¬
Deep Specialist
(24)
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Keyword Champion
(2)
ποΈ
Keyword Collector
(162)
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Conference Pioneer
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Century Club
(44)
π₯
Unstoppable
(13)
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Trend Setter
β‘
Prolific Year
(6)
Conferences
NIPS (10)
ALT (8)
JMLR (8)
COLT (6)
ICML (6)
AISTATS (5)
AAAI (1)
Top co-authors
Research topics
Keywords
generalization bound
(11)
sample compression
(9)
metric space
(7)
learning theory
(6)
sample complexity
(5)
nearest neighbor
(4)
nearest neighbor classifier
(4)
pac learning
(4)
bayes consistency
(3)
average smoothness
(3)
rademacher complexity
(3)
minimax rate
(3)
margin-based learning
(3)
concentration inequality
(3)
uniform convergence
(3)
covering number
(3)
information theory
(2)
function learning
(2)
stochastic process
(2)
regression analysis
(2)
Papers
Correlated Binomial Process
COLT 2024
Local Glivenko-Cantelli
COLT 2023
Learning with metric losses
COLT 2022
Fast and Bayes-consistent nearest neighbors
AISTATS 2020
Learning convex polytopes with margin
NIPS 2018
Nearly Optimal Classification for Semimetrics
AISTATS 2016
A Bayes consistent 1-NN classifier
AISTATS 2015
Consistency of weighted majority votes
NIPS 2014
On learning parametric-output HMMs
ICML 2013
On the Learnability of Shuffle Ideals
JMLR 2013