Stochastic Low-Rank Kernel Learning for Regression. - Pierre Machart; Thomas Peel; Sandrine Anthoine; Liva Ralaivola; Hervé Glotin (ICML, 2011)

Confusion Matrix Stability Bounds for Multiclass Classification - Pierre Machart; Liva Ralaivola (CoRR, 2012)

Optimal Computational Trade-Off of Inexact Proximal Methods - Pierre Machart; Sandrine Anthoine; Luca Baldassarre (CoRR, 2012)

Coping with the Computational and Statistical Bipolar Nature of Machine Learning. - Pierre Machart (2012)

Reconciling "priors" & "priors" without prejudice? - Rémi Gribonval; Pierre Machart (NIPS, 2013)

Attentive Variational Information Bottleneck for TCR-peptide interaction prediction. - Filippo Grazioli; Pierre Machart; Anja Mösch; Kai Li 012; Leonardo V. Castorina; Nico Pfeifer; Martin Renqiang Min (Bioinform., 2023)