Optimal transport for automatic alignment of untargeted metabolomic data. - Breeur, Marie; Stepaniants, George; Keski-Rahkonen, Pekka; Rigollet, Philippe; Viallon, Vivian (CoRR, 2023)

A SAEM algorithm for fused lasso penalized NonLinear Mixed Effect Models: Application to group comparison in pharmacokinetics. - Ollier, Edouard; Samson, Adeline; Delavenne, Xavier; Viallon, Vivian (Comput. Stat. Data Anal., 2016)

On the robustness of the generalized fused lasso to prior specifications. - Viallon, Vivian; Lambert-Lacroix, Sophie; Höfling, Holger; Picard, Franck (Stat. Comput., 2016)

Predictiveness curves in virtual screening. - Empereur-mot, Charly; Guillemain, Hélène; Latouche, Aurélien; Zagury, Jean-François; Viallon, Vivian; Montès, Matthieu (J. Cheminformatics, 2015)

Safe Feature Elimination in Sparse Supervised Learning - Ghaoui, Laurent El; Viallon, Vivian; Rabbani, Tarek (CoRR, 2010)