Empirical Bernstein Inequalities for U-Statistics. - Thomas Peel; Sandrine Anthoine; Liva Ralaivola (NIPS, 2010)

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

Matching pursuit with stochastic selection. - Thomas Peel; Valentin Emiya; Liva Ralaivola; Sandrine Anthoine (EUSIPCO, 2012)

Algorithmes de Poursuite Stochastiques et Inégalités de Concentration Empiriques pour l'Apprentissage Statistique. (Stochastic Pursuit Algorithms and Empirical Concentration Inequalities for Machine Learning). - Thomas Peel (2013)

Distributed frank-wolfe under pipelined stale synchronous parallelism. - Nam-Luc Tran; Thomas Peel; Sabri Skhiri (IEEE BigData, 2015)

STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings. - Léo Bouscarrat; Antoine Bonnefoy; Thomas Peel; Cécile Pereira (ACL (2), 2019)

DAEMA: Denoising Autoencoder with Mask Attention. - Simon Tihon; Muhammad Usama Javaid; Damien Fourure; Nicolas Posocco; Thomas Peel (ICANN (1), 2021)

A Framework Using Contrastive Learning for Classification with Noisy Labels. - Madalina Ciortan; Romain Dupuis; Thomas Peel (Data, 2021)