Pascal Germain
Scholar

Pascal Germain

Google Scholar ID: mgOIj_4AAAAJ
Associate Professor, Université Laval
Machine Learning
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Citations & Impact
All-time
Citations
14,543
 
H-index
20
 
i10-index
25
 
Publications
20
 
Co-authors
32
list available
Contact
No contact links provided.
Publications
7 items
Bound to Disagree : Generalization Bounds via Certifiable Surrogates
2026
Cited
0
PAC-Bayesian Generalization Guarantees for Fairness on Stochastic and Deterministic Classifiers
2026
Cited
0
A Framework for Bounding Deterministic Risk with PAC-Bayes: Applications to Majority Votes
2025
Cited
0
Sample Compression for Continual Learning
2025
Cited
0
Generalization Bounds via Meta-Learned Model Representations: PAC-Bayes and Sample Compression Hypernetworks
2024
Cited
0
Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses
arXiv.org · 2024
Cited
1
Invariant Causal Set Covering Machines
arXiv.org · 2023
Cited
0
Resume (English only)
Co-authors
32 total
Hugo Larochelle
Hugo Larochelle
Mila - Quebec AI Institute
Co-author 2
Co-author 2
Emilie Morvant
Emilie Morvant
Associate Professor (HDR), University of Saint-Etienne (France), Hubert Curien Laboratory
Mario Marchand
Mario Marchand
professeur d'informatique (retraité), Université Laval
Amaury Habrard
Amaury Habrard
Professor of Computer Science, University Jean Monnet of Saint-Etienne (France)
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Co-author 8
Co-author 8