output
20052022
most citedThe discriminative functional mixture model for a comparative analysis of bike sharing systems

164 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2015Show all

2 papers · 1 filter

stat.ML2015★ 9 cited

PAC-Bayesian High Dimensional Bipartite Ranking

Benjamin Guedj, Sylvain Robbiano

This paper is devoted to the bipartite ranking problem, a classical statistical learning task, in a high dimensional setting. We propose a scoring and ranking strategy based on the…

math.ST2015★ 4 cited

Theoretical analysis of cross-validation for estimating the risk of the k-Nearest Neighbor classifier

Alain Celisse, Tristan Mary-Huard

The present work aims at deriving theoretical guaranties on the behavior of some cross-validation procedures applied to the -nearest neighbors (NN) rule in the context of bin…