Bazinet, Mathieu

5 publications

ICML 2025 Generalization Bounds via Meta-Learned Model Representations: PAC-Bayes and Sample Compression Hypernetworks Benjamin Leblanc, Mathieu Bazinet, Nathaniel D’Amours, Alexandre Drouin, Pascal Germain

AISTATS 2025 Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses Mathieu Bazinet, Valentina Zantedeschi, Pascal Germain

NeurIPSW 2024 Sample Compression Hypernetworks: From Generalization Bounds to Meta-Learning Benjamin Leblanc, Mathieu Bazinet, Nathaniel D'Amours, Alexandre Drouin, Pascal Germain

NeurIPSW 2024 Sample Compression Unleashed : New Generalization Bounds for Real Valued Losses Mathieu Bazinet, Valentina Zantedeschi, Pascal Germain

NeurIPSW 2024 Sample Compression Unleashed : New Generalization Bounds for Real Valued Losses Mathieu Bazinet, Valentina Zantedeschi, Pascal Germain