@article{CorpusID:285029833,
title = {Identification of antihypertensive, antidiabetic, and antioxidant peptides derived from hydrolysates of dairy white wastewaters containing milk proteins using machine learning insights},
journal = {Food Research International},
volume = {229},
pages = {118496},
year = {2026},
issn = {0963-9969},
doi = {https://doi.org/10.1016/j.foodres.2026.118496},
url = {https://www.sciencedirect.com/science/article/pii/S0963996926001705},
author = {Diala Damen and Hairati Aboubacar and Aurore Cournoyer and Mathieu Bazinet and Juan {de Toro-Martín} and Sami Gaaloul and Safia Hamoudi and Benoit Cudennec and Laurent Bazinet},
}

@inproceedings{CorpusID:273403365,
title={Generalization Bounds via Meta-Learned Model Representations: {PAC}-Bayes and Sample Compression Hypernetworks},
author={Benjamin Leblanc and Mathieu Bazinet and Nathaniel D'Amours and Alexandre Drouin and Pascal Germain},
booktitle={Forty-second International Conference on Machine Learning},
year={2025},
url={https://openreview.net/forum?id=Qn6yZb5iLC}
}

@inproceedings{CorpusID:272910827,
title={Sample compression unleashed: New generalization bounds for real valued losses},
author={Mathieu Bazinet and Valentina Zantedeschi and Pascal Germain},
booktitle={The 28th International Conference on Artificial Intelligence and Statistics},
year={2025},
url={https://openreview.net/forum?id=0ynSy2dwNi}
}

@article{CorpusID:274485257,
title = {Application of machine learning tools to study the synergistic impact of physicochemical properties of peptides and filtration membranes on peptide migration during electrodialysis with filtration membranes},
author = {Zain Sanchez-Reinoso and Mathieu Bazinet and Benjamin Leblanc and Jean-Pierre Clément and Pascal Germain and Laurent Bazinet},
journal = {Separation and Purification Technology},
volume = {360},
pages = {130877},
year = {2025},
issn = {1383-5866},
doi = {https://doi.org/10.1016/j.seppur.2024.130877},
url = {https://www.sciencedirect.com/science/article/pii/S1383586624046161},

}

@article{CorpusID:274393015,
title = {How peptide migration and fraction bioactivity are modulated by applied electrical current conditions during electromembrane process separation: A comprehensive machine learning-based peptidomic approach},
journal = {Food Research International},
volume = {200},
pages = {115417},
year = {2025},
issn = {0963-9969},
doi = {https://doi.org/10.1016/j.foodres.2024.115417},
url = {https://www.sciencedirect.com/science/article/pii/S096399692401487X},
author = {Aurore Cournoyer and Mathieu Bazinet and Jean-Pierre Clément and Pier-Luc Plante and Ismail Fliss and Laurent Bazinet},
}

@inproceedings{CorpusID:276961268,
  title={Sample Compression for Self Certified Continual Learning},
  author={Jacob Comeau and Mathieu Bazinet and Pascal Germain and Cem Subakan},
  year={2025},
  url={https://arxiv.org/abs/2503.10503}
}