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stat.ML2021★ 1 cited
Sample Noise Impact on Active Learning
Alexandre Abraham, Léo Dreyfus-Schmidt
This work explores the effect of noisy sample selection in active learning strategies. We show on both synthetic problems and real-life use-cases that knowledge of the sample noise…
stat.ML2016
Dataiku's Solution to SPHERE's Activity Recognition Challenge
Maxime Voisin, Leo Dreyfus-Schmidt, Pierre Gutierrez +2
Our team won the second prize of the Safe Aging with SPHERE Challenge organized by SPHERE, in conjunction with ECML-PKDD and Driven Data. The goal of the competition was to recogni…