Timothy A Mann
6 papers · 2014–2022 · 2 conferences · across top CS/AI conferences
Achievements
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๐บ๏ธ Taxonomy Completionist (14) ๐งญ Keyword Pioneer ๐ Conference Polyglot (2) ๐ Academic Marathon (8) ๐ฃ Hot Topic Early Bird
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Cross-Pollinator
(10)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Trend Setter
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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
Defending Against Image Corruptions Through Adversarial Augmentations
ICLR 2022
Improving Robustness using Generated Data
NIPS 2021
Data Augmentation Can Improve Robustness
NIPS 2021
Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates
NIPS 2019
Adaptive Skills Adaptive Partitions (ASAP)
NIPS 2016
How hard is my MDP?" The distribution-norm to the rescue"
NIPS 2014