Taylan Cemgil
10 papers · 2010–2022 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (12) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(33)
π
Conference Polyglot
(7)
π
Grand Slam
π
Century Club
(10)
π
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
Role of Human-AI Interaction in Selective Prediction
AAAI 2022
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses
ICML 2022
Unbiased gradient estimation for variational auto-encoders using coupled Markov chains
UAI 2021
Adversarially Robust Representations with Smooth Encoders
ICLR 2020
The Autoencoding Variational Autoencoder
NIPS 2020
Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations
CVPR 2020
Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization
ICML 2018
Stochastic Quasi-Newton Langevin Monte Carlo
ICML 2016
Summary Statistics for Partitionings and Feature Allocations
NIPS 2013
Sequential Monte Carlo Samplers for Dirichlet Process Mixtures
AISTATS 2010