Minimax hypothesis testing for curve registration. - Olivier Collier (AISTATS, 2012)

Wilks' phenomenon and penalized likelihood-ratio test for nonparametric curve registration. - Arnak S. Dalalyan; Olivier Collier (AISTATS, 2012)

Permutation estimation and minimax rates of identifiability. - Olivier Collier; Arnak S. Dalalyan (AISTATS, 2013)

Minimax Rates in Permutation Estimation for Feature Matching. - Olivier Collier; Arnak S. Dalalyan (J. Mach. Learn. Res., 2016)

Minimax Rate of Testing in Sparse Linear Regression. - Alexandra Carpentier; Olivier Collier; Laëtitia Comminges; Alexandre B. Tsybakov; Yuhao Wang 005 (Autom. Remote. Control., 2019)

LOTUS: A single- and multitask machine learning algorithm for the prediction of cancer driver genes. - Olivier Collier; Véronique Stoven; Jean-Philippe Vert (PLoS Comput. Biol., 2019)