Browsing Faculté des arts et des sciences by Author "d’Alché-Buc, Florence"
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Improving reproducibility in machine learning research : a report from the NeurIPS 2019 reproducibility program
Pineau, Joelle; Vincent-Lamarre, Philippe; Sinha, Koustuv; Larivière, Vincent; Beygelzimer, Alina; d’Alché-Buc, Florence; Fox, Emily; Larochelle, Hugo (Microtome Publishing, 2021)One of the challenges in machine learning research is to ensure that presented and published results are sound and reliable. Reproducibility, that is obtaining similar results as presented in a paper or talk, using the same code and data (when ...