Pascale Gourdeau

According to our database, Pascale Gourdeau authored at least 8 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

On the Computability of Robust PAC Learning.

Pascale Gourdeau, Tosca Lechner, Ruth Urner

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Sample Complexity of Robust Learning against Evasion Attacks.

Pascale Gourdeau

CoRR, 2023

2022

Bisimulation metrics and norms for real-weighted automata.

Borja Balle, Pascale Gourdeau, Prakash Panangaden

Inf. Comput., 2022

When are Local Queries Useful for Robust Learning?

Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks.

Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2019

On the Hardness of Robust Classification.

Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell

Electron. Colloquium Comput. Complex., 2019

2017

Bisimulation Metrics for Weighted Automata.

Borja Balle, Pascale Gourdeau, Prakash Panangaden

Proceedings of the 44th International Colloquium on Automata, Languages, and Programming, 2017

2015

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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015