Frédéric Branchaud-Charron

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Synthetic Datasets

Text Classification

Learning Algorithm

Top Venues

Trans. Mach. Learn. Res.

Publications

Andreas Kirsch, Sebastian Farquhar, Parmida Atighehchian, Andrew Jesson, Frédéric Branchaud-Charron, Yarin Gal
Stochastic Batch Acquisition: A Simple Baseline for Deep Active Learning. Trans. Mach. Learn. Res. 2023 (2023)
Gabrielle Gauthier Melançon, Orlando Marquez Ayala, Lindsay Brin, Chris Tyler, Frédéric Branchaud-Charron, Joseph Marinier, Karine Grande, Di Le
Azimuth: Systematic Error Analysis for Text Classification. CoRR (2022)
Frédéric Branchaud-Charron, Parmida Atighehchian, Pau Rodríguez, Grace Abuhamad, Alexandre Lacoste
Can Active Learning Preemptively Mitigate Fairness Issues? CoRR (2021)
Alexandre Lacoste, Pau Rodríguez, Frédéric Branchaud-Charron, Parmida Atighehchian, Massimo Caccia, Issam H. Laradji, Alexandre Drouin, Matt Craddock, Laurent Charlin, David Vázquez
Synbols: Probing Learning Algorithms with Synthetic Datasets. CoRR (2020)
Parmida Atighehchian, Frédéric Branchaud-Charron, Alexandre Lacoste
Bayesian active learning for production, a systematic study and a reusable library. CoRR (2020)