Timothy A Mann
6 papers
· 2014–2022
· 2 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
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Conference Polyglot
(2)
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Academic Marathon
(8)
π£
Hot Topic Early Bird
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Cross-Pollinator
(10)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
π
Trend Setter
β
The Questioner
Conferences
NIPS (5)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(3)
adversarial robustness
(2)
data augmentation
(2)
adversarial training
(1)
markov decision process
(1)
value function approximation
(1)
temporal-difference learning
(1)
temporal abstraction
(1)
concentration inequality
(1)
lifelong learning
(1)
generative model
(1)
transition kernel
(1)
hardness measure
(1)
skill learning
(1)
confidence interval
(1)
robust overfitting
(1)
monte carlo method
(1)
option framework
(1)
distribution norm
(1)
spatial composition
(1)
Papers
Data Augmentation Can Improve Robustness
NIPS 2021