Pascale Gourdeau
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (12)
🌉
Interdisciplinary Bridge
📈
Trend Setter
❓
The Questioner
Conferences
NIPS (2)
COLT (1)
IJCAI (1)
JMLR (1)
Top co-authors
Keywords
robust learning
(4)
pac learning
(3)
sample complexity
(3)
computational learning theory
(2)
decision list
(2)
robust classification
(2)
adversarial attack
(2)
adversarial learning
(2)
evasion attack
(1)
pac framework
(1)
computable learning
(1)
robust shattering dimension
(1)
local query
(1)
adversarial robustness
(1)
online learning
(1)
computational complexity
(1)
empirical risk minimization
(1)
query complexity
(1)
distribution-free learning
(1)
adversarial perturbation
(1)
Papers
On the Computability of Robust PAC Learning
COLT 2024
When are Local Queries Useful for Robust Learning?
NIPS 2022
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks
IJCAI 2022
On the Hardness of Robust Classification
JMLR 2021
On the Hardness of Robust Classification
NIPS 2019