Aounon Kumar
8 papers
· 2020–2024
· 3 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Interdisciplinary Bridge
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Cross-Pollinator
(13)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(16)
π₯
Unstoppable
(5)
Conferences
NIPS (4)
ICLR (3)
ICML (1)
Top co-authors
Keywords
randomized smoothing
(4)
certified robustness
(3)
adversarial robustness
(3)
neyman-pearson lemma
(1)
curse of dimensionality
(1)
structured output
(1)
adversarial defense
(1)
benchmark dataset
(1)
adversarial perturbation
(1)
metric space
(1)
model fine-tuning
(1)
medical safety
(1)
confidence estimation
(1)
certifiable robustness
(1)
large language model
(1)
isotropic gaussian
(1)
prediction margin
(1)
median smoothing
(1)
benchmark evaluation
(1)
medical ethics
(1)