108 citations · 365 across the 55 of their papers we have counts for
3 papers · 1 filter
Ranking Median Regression: Learning to Order through Local Consensus
Stephan Clémençon, Anna Korba, Eric Sibony
This article is devoted to the problem of predicting the value taken by a random permutation , describing the preferences of an individual over a set of numbered items $\{1,\; \…
Max K-armed bandit: On the ExtremeHunter algorithm and beyond
Mastane Achab, Stephan Clémençon, Aurélien Garivier +2
This paper is devoted to the study of the max K-armed bandit problem, which consists in sequentially allocating resources in order to detect extreme values. Our contribution is two…
Mass Volume Curves and Anomaly Ranking
Stephan Clémençon, Albert Thomas
This paper aims at formulating the issue of ranking multivariate unlabeled observations depending on their degree of abnormality as an unsupervised statistical learning task. In th…