Andre T. Nguyen
2 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
adversarial robustness
(1)
uncertainty quantification
(1)
adversarial attack
(1)
deep neural network
(1)
out-of-distribution detection
(1)
control theory
(1)
uncertainty estimation
(1)
neural network robustness
(1)
bayesian neural network
(1)
control-theoretic approach
(1)
lyapunov theory
(1)
spectral norm regularization
(1)
embedding uncertainty
(1)