Ilya O Tolstikhin
7 papers
· 2013–2021
· 1 conference
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Keyword Pioneer
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Academic Marathon
(8)
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Cross-Pollinator
(12)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Taxonomy Completionist
(24)
β
The Questioner
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Trend Setter
Conferences
NIPS (7)
Top co-authors
Research topics
Keywords
representation learning
(2)
learning theory
(1)
nonparametric testing
(1)
vision transformer
(1)
transfer learning
(1)
pac-bayes theory
(1)
mutual information
(1)
probability distribution
(1)
reproducing kernel hilbert space
(1)
minimax estimation
(1)
stochastic process
(1)
maximum mean discrepancy
(1)
probabilistic programming
(1)
mutual information estimation
(1)
image classification
(1)
reproducing kernel
(1)
kernel mean embedding
(1)
entropy estimation
(1)
concentration inequality
(1)
statistical learning
(1)
Papers
AdaGAN: Boosting Generative Models
NIPS 2017
PAC-Bayes-Empirical-Bernstein Inequality
NIPS 2013