Natalie Frank
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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Hot Topic Early Bird
🌍
Conference Polyglot
(3)
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Cross-Pollinator
(11)
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Interdisciplinary Bridge
🧭
Keyword Pioneer
Conferences
NIPS (3)
ICLR (1)
ICML (1)
Top co-authors
Keywords
adversarial robustness
(3)
surrogate loss
(2)
bayesian learning
(1)
robust classification
(1)
adversarial training
(1)
rademacher complexity
(1)
binary classification
(1)
bayes optimal classifier
(1)
adversarial loss
(1)
margin loss
(1)
surrogate risk
(1)
neural network
(1)
adversarial consistency
(1)
Papers
Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models
ICLR 2024
The Adversarial Consistency of Surrogate Risks for Binary Classification
NIPS 2023
On the Existence of The Adversarial Bayes Classifier
NIPS 2021
Calibration and Consistency of Adversarial Surrogate Losses
NIPS 2021
Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks
ICML 2020