Pascale Gourdeau

16 papers A* 5Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
On the Computability of Multiclass PAC Learning.
CoRR
Pascale Gourdeau, Tosca Lechner, Ruth Urner
2024 A* conf
On the Computability of Robust PAC Learning.
COLT
Pascale Gourdeau, Tosca Lechner, Ruth Urner
2024 J jnl
On the Computability of Robust PAC Learning.
CoRR
Pascale Gourdeau, Tosca Lechner, Ruth Urner
2023 J jnl
Sample Complexity of Robust Learning against Evasion Attacks.
CoRR
Pascale Gourdeau
2022 J jnl
Bisimulation metrics and norms for real-weighted automata.
Inf. Comput.
Borja Balle, Pascale Gourdeau, Prakash Panangaden
2022 A* conf
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks.
IJCAI
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
2022 J jnl
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks.
CoRR
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
2022 A* conf
When are Local Queries Useful for Robust Learning?
NeurIPS
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
2022 J jnl
When are Local Queries Useful for Robust Learning?
CoRR
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
2021 J jnl
On the Hardness of Robust Classification.
J. Mach. Learn. Res.
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
2019 A* conf
On the Hardness of Robust Classification.
NeurIPS
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
2019 J jnl
On the Hardness of Robust Classification.
CoRR
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
2019 J jnl
On the Hardness of Robust Classification.
Electron. Colloquium Comput. Complex.
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
2017 A* conf
Bisimulation Metrics for Weighted Automata.
ICALP
Borja Balle, Pascale Gourdeau, Prakash Panangaden
2017 J jnl
Bisimulation Metrics for Weighted Automata.
CoRR
Borja Balle, Pascale Gourdeau, Prakash Panangaden
2015 — conf
Feature selection and oversampling in analysis of clinical data for extubation readiness in extreme preterm infants.
EMBC
Pascale Gourdeau, Lara J. Kanbar, Wissam Shalish, Guilherme M. Sant'Anna, Robert E. Kearney, Doina Precup