Search Results for author: Frédéric Branchaud-Charron

Found 4 papers, 3 papers with code

Azimuth: Systematic Error Analysis for Text Classification

no code implementations16 Dec 2022 Gabrielle Gauthier-Melançon, Orlando Marquez Ayala, Lindsay Brin, Chris Tyler, Frédéric Branchaud-Charron, Joseph Marinier, Karine Grande, Di Le

Compared to other stages of the ML development cycle, such as model training and hyper-parameter tuning, the process and tooling for the error analysis stage are less mature.

text-classification Text Classification

Bayesian active learning for production, a systematic study and a reusable library

2 code implementations17 Jun 2020 Parmida Atighehchian, Frédéric Branchaud-Charron, Alexandre Lacoste

Active learning is able to reduce the amount of labelling effort by using a machine learning model to query the user for specific inputs.

Active Learning

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