25 citations · 90 across the 20 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
math.ST2021★ 11 cited
Fairness guarantee in multi-class classification
Christophe Denis, Romuald Elie, Mohamed Hebiri +1
Algorithmic Fairness is an established area of machine learning, willing to reduce the influence of hidden bias in the data. Yet, despite its wide range of applications, very few w…
stat.ML2021★ 14 cited
Set-valued classification -- overview via a unified framework
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri +1
Multi-class classification problem is among the most popular and well-studied statistical frameworks. Modern multi-class datasets can be extremely ambiguous and single-output predi…