Minimax Learning Rates for Bipartite Ranking and Plug-in Rules. - Sylvain Robbiano; Stéphan Clémençon (ICML, 2011)

Maximal Deviations of Incomplete U-statistics with Applications to Empirical Risk Sampling. - Stéphan Clémençon; Sylvain Robbiano; Jessica Tressou (SDM, 2013)

Ranking data with ordinal labels: optimality and pairwise aggregation. - Stéphan Clémençon; Sylvain Robbiano; Nicolas Vayatis (Mach. Learn., 2013)

Anomaly Ranking as Supervised Bipartite Ranking. - Stéphan Clémençon; Sylvain Robbiano (ICML, 2014)

Building confidence regions for the ROC surface. - Stéphan Clémençon; Sylvain Robbiano (Pattern Recognit. Lett., 2014)

An Ensemble Learning Technique for Multipartite Ranking. - Stéphan Clémençon; Sylvain Robbiano (ESANN, 2015)