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ORCIDPascale Gourdeau
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2020 – today
- 2024
[c6]Pascale Gourdeau, Tosca Lechner, Ruth Urner:
On the Computability of Robust PAC Learning. COLT 2024: 2092-2121- [i7]Pascale Gourdeau, Tosca Lechner, Ruth Urner:
On the Computability of Robust PAC Learning. CoRR abs/2406.10161 (2024) - 2023
- [i6]Pascale Gourdeau:
Sample Complexity of Robust Learning against Evasion Attacks. CoRR abs/2308.12054 (2023) - 2022
- [j2]Borja Balle, Pascale Gourdeau, Prakash Panangaden:
Bisimulation metrics and norms for real-weighted automata. Inf. Comput. 282: 104649 (2022) - [c5]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks. IJCAI 2022: 3022-3028 - [c4]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
When are Local Queries Useful for Robust Learning? NeurIPS 2022 - [i5]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks. CoRR abs/2205.06127 (2022) - [i4]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
When are Local Queries Useful for Robust Learning? CoRR abs/2210.06089 (2022) - 2021
- [j1]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
On the Hardness of Robust Classification. J. Mach. Learn. Res. 22: 273:1-273:29 (2021)
2010 – 2019
- 2019
- [c3]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
On the Hardness of Robust Classification. NeurIPS 2019: 7444-7453 - [i3]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
On the Hardness of Robust Classification. CoRR abs/1909.05822 (2019) - [i2]Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell:
On the Hardness of Robust Classification. Electron. Colloquium Comput. Complex. TR19 (2019) - 2017
- [c2]Borja Balle, Pascale Gourdeau, Prakash Panangaden:
Bisimulation Metrics for Weighted Automata. ICALP 2017: 103:1-103:14 - [i1]Borja Balle, Pascale Gourdeau, Prakash Panangaden:
Bisimulation Metrics for Weighted Automata. CoRR abs/1702.08017 (2017) - 2015
- [c1]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: 4427-4430
Coauthor Index
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