Taylan Cemgil
10 papers
· 2010–2022
· 7 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Interdisciplinary Bridge
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Keyword Pioneer
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Academic Marathon
(12)
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Cross-Pollinator
(11)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(33)
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Conference Polyglot
(7)
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Grand Slam
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Century Club
(10)
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Conference Pioneer
ποΈ
Keyword Collector
(51)
Conferences
ICML (3)
NIPS (2)
AAAI (1)
AISTATS (1)
CVPR (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
markov chain monte carlo
(3)
bayesian inference
(3)
stochastic gradient markov chain monte carlo
(2)
quasi-newton method
(2)
posterior sampling
(2)
importance sampling
(2)
variational autoencoder
(2)
bayesian nonparametrics
(1)
adversarial robustness
(1)
langevin dynamics
(1)
decision making
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
adversarial training
(1)
particle filtering
(1)
image classification
(1)
posterior distribution
(1)
domain generalization
(1)
ai safety
(1)
non-convex optimization
(1)
Papers
The Autoencoding Variational Autoencoder
NIPS 2020