Oracle Bounds and Exact Algorithm for Dyadic Classification Trees. - Gilles Blanchard; Christin Schäfer; Yves Rozenholc (COLT, 2004)

Optimal dyadic decision trees. - Gilles Blanchard; Christin Schäfer; Yves Rozenholc; Klaus-Robert Müller (Mach. Learn., 2007)

Combining regular and irregular histograms by penalized likelihood. - Yves Rozenholc; Thoralf Mildenberger; Ursula Gather (Comput. Stat. Data Anal., 2010)

Nonparametric estimation for a stochastic volatility model. - Fabienne Comte; Valentine Genon-Catalot; Yves Rozenholc (Finance Stochastics, 2010)

Preserving Time Structures While Denoising a Dynamical Image. - Yves Rozenholc; Markus Reiß (Mathematical Methods for Signal and Image Analysis and Representation, 2012)

Generalization of the normal-exponential model: exploration of a more accurate parametrisation for the signal distribution on Illumina BeadArrays. - Sandra Plancade; Yves Rozenholc; Eiliv Lund (BMC Bioinform., 2012)

Craniofacial reconstruction as a prediction problem using a Latent Root Regression model - Maxime Berar; Françoise Tilotta; Joan Alexis Glaunès; Yves Rozenholc (CoRR, 2012)

Automatic Sex Determination of Skulls Based on a Statistical Shape Model. - Li Luo; Mengyang Wang; Yun Tian 002; Fuqing Duan; Zhongke Wu; Mingquan Zhou; Yves Rozenholc (Comput. Math. Methods Medicine, 2013)

Fast estimation of posterior probabilities in change-point analysis through a constrained hidden Markov model. - The Minh Luong; Yves Rozenholc; Grégory Nuel (Comput. Stat. Data Anal., 2013)

Face sketch synthesis using non-local means and patch-based seaming. - Liang Chang 001; Yves Rozenholc; Xiaoming Deng 001; Fuqing Duan; Mingquan Zhou (ICIP, 2015)

Hierarchical segmentation using equivalence test (HiSET): Application to DCE image sequences. - Fuchen Liu; Charles-André Cuenod; Isabelle Thomassin-Naggara; Stéphane Chemouny; Yves Rozenholc (Medical Image Anal., 2019)

Hierarchical Representation for Multi-Source Domain Adaptation via Wasserstein Barycenter. - Mourad El Hamri; Issam Falih; Yves Rozenholc (ICMLA, 2024)