Konstantin Avrachenkov, Maximilien Dreveton. Almost exact recovery in noisy semi-supervised learning. Probability in the Engineering and Informational Sciences, 2024, pp.1 - 22. ⟨10.1017/s0269964824000135⟩. ⟨hal-04776811⟩

Judith Abécassis, Elise Dumas, Julie Alberge, Gaël Varoquaux. From prediction to prescription: Machine learning and Causal Inference. 2024. ⟨hal-04774700⟩

Pierre Marion, Raphaël Berthier, Gérard Biau, Claire Boyer. Attention layers provably solve single-location regression. 2024. ⟨hal-04720799⟩

Arthur Alexandre, Leah Anderson, Thomas Collin-Dufresne, Thomas Guérin, David Dean. Self-phoretic oscillatory motion in a harmonic trap. Physical Review E , 2024, 109 (6), pp.064147. ⟨10.1103/PhysRevE.109.064147⟩. ⟨hal-04681850⟩

Denys Pushkin, Raphaël Berthier, Emmanuel Abbe. On the Minimal Degree Bias in Generalization on the Unseen for non-Boolean Functions. 2024. ⟨hal-04619375⟩

Martijn de Vos, Akash Dhasade, Jade Garcia Bourrée, Anne- Marie Kermarrec, Erwan Le Merrer, et al.. Auditer l'équité : l'union fait-elle la force ?. AlgoTel 2024 – 26èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2024, Saint-Briac-sur-Mer, France. pp.1-4. ⟨hal-04565809⟩

Stefano Moia, Hao-Ting Wang, Anibal S. Heinsfeld, Dorota Jarecka, Yu Fang Yang, et al.. Proceedings of the OHBM Brainhack 2022. Aperture Neuro, 2024, ⟨10.52294/001c.92760⟩. ⟨hal-04478342v2⟩