Daniel Cullina
5 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
adversarial robustness
(3)
sample complexity
(2)
adversarial learning
(1)
robust optimization
(1)
optimal transport
(1)
robust classification
(1)
pac learning
(1)
vc dimension
(1)
mutual information
(1)
multi-class classification
(1)
adversarial classification
(1)
0-1 loss
(1)
lower bound
(1)
neural network robustness
(1)
evasion attack
(1)
adversarial example
(1)
cross-entropy loss
(1)
maximum a posteriori estimation
(1)
threat model
(1)
test-time adversary
(1)
Papers
Characterizing the Optimal $0-1$ Loss for Multi-class Classification with a Test-time Attacker
NIPS 2023
Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries
ICML 2021
Lower Bounds on Adversarial Robustness from Optimal Transport
NIPS 2019
Database Alignment with Gaussian Features
AISTATS 2019
PAC-learning in the presence of adversaries
NIPS 2018