Daniel Cullina
5 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
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
NeurIPS 2023
Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries
ICML 2021
Database Alignment with Gaussian Features
AISTATS 2019
Lower Bounds on Adversarial Robustness from Optimal Transport
NeurIPS 2019
PAC-learning in the presence of adversaries
NeurIPS 2018