Pascale Gourdeau
5 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Hot Topic Early Bird
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The Questioner
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Venues
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Research topics
Keywords
robust learning
(4)
sample complexity
(3)
pac learning
(3)
adversarial learning
(2)
robust classification
(2)
adversarial attack
(2)
decision list
(2)
computational learning theory
(2)
query complexity
(1)
adversarial robustness
(1)
distribution-free learning
(1)
robust shattering dimension
(1)
adversarial perturbation
(1)
evasion attack
(1)
local query
(1)
shattering dimension
(1)
pac framework
(1)
probably approximately correct learning
(1)
computable learning
(1)
online learning
(1)
Papers
On the Computability of Robust PAC Learning
COLT 2024
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks
IJCAI 2022
When are Local Queries Useful for Robust Learning?
NeurIPS 2022
On the Hardness of Robust Classification
JMLR 2021
On the Hardness of Robust Classification
NeurIPS 2019