Feature selection and oversampling in analysis of clinical data for extubation readiness in extreme preterm infants. - Pascale Gourdeau; Lara J. Kanbar; Wissam Shalish; Guilherme M. Sant'Anna; Robert E. Kearney; Doina Precup (EMBC, 2015)

Bisimulation Metrics for Weighted Automata. - Borja Balle; Pascale Gourdeau; Prakash Panangaden (ICALP, 2017)

On the Hardness of Robust Classification. - Pascale Gourdeau; Varun Kanade; Marta Kwiatkowska; James Worrell 001 (Electron. Colloquium Comput. Complex., 2019)

Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks. - Pascale Gourdeau; Varun Kanade; Marta Kwiatkowska; James Worrell 001 (IJCAI, 2022)

When are Local Queries Useful for Robust Learning? - Pascale Gourdeau; Varun Kanade; Marta Kwiatkowska; James Worrell 001 (NeurIPS, 2022)

Bisimulation metrics and norms for real-weighted automata. - Borja Balle; Pascale Gourdeau; Prakash Panangaden (Inf. Comput., 2022)

Sample Complexity of Robust Learning against Evasion Attacks. - Pascale Gourdeau (CoRR, 2023)

On the Computability of Robust PAC Learning. - Pascale Gourdeau; Tosca Lechner; Ruth Urner (COLT, 2024)

On the Computability of Multiclass PAC Learning. - Pascale Gourdeau; Tosca Lechner; Ruth Urner (CoRR, 2025)