Pascale Gourdeau

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

Sample Complexity Bounds

Top Venues

Publications

Pascale Gourdeau, Tosca Lechner, Ruth Urner
On the Computability of Robust PAC Learning. COLT (2024)
Pascale Gourdeau, Tosca Lechner, Ruth Urner
On the Computability of Robust PAC Learning. CoRR (2024)
Pascale Gourdeau
Sample Complexity of Robust Learning against Evasion Attacks. CoRR (2023)
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
When are Local Queries Useful for Robust Learning? CoRR (2022)
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks. IJCAI (2022)
Borja Balle, Pascale Gourdeau, Prakash Panangaden
Bisimulation metrics and norms for real-weighted automata. Inf. Comput. 282 (2022)
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
When are Local Queries Useful for Robust Learning? NeurIPS (2022)
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks. CoRR (2022)
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
On the Hardness of Robust Classification. J. Mach. Learn. Res. 22 (2021)
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
On the Hardness of Robust Classification. Electron. Colloquium Comput. Complex. 26 (2019)
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
On the Hardness of Robust Classification. NeurIPS (2019)
Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell
On the Hardness of Robust Classification. CoRR (2019)
Borja Balle, Pascale Gourdeau, Prakash Panangaden
Bisimulation Metrics for Weighted Automata. CoRR (2017)
Borja Balle, Pascale Gourdeau, Prakash Panangaden
Bisimulation Metrics for Weighted Automata. ICALP (2017)
Pascale Gourdeau, Lara J. Kanbar, Wissam Shalish, Guilherme M. Sant'Anna, Robert E. Kearney, Doina Precup
Feature selection and oversampling in analysis of clinical data for extubation readiness in extreme preterm infants. EMBC (2015)