Exponentially fast convergence to (strict) equilibrium via hedging. - Johanne Cohen; Amélie Héliou; Panayotis Mertikopoulos (CoRR, 2016)

Learning with Bandit Feedback in Potential Games. - Amélie Héliou; Johanne Cohen; Panayotis Mertikopoulos (NIPS, 2017)

Hedging Under Uncertainty: Regret Minimization Meets Exponentially Fast Convergence. - Johanne Cohen; Amélie Héliou; Panayotis Mertikopoulos (SAGT, 2017)

Fast, clash-free RNA conformational morphing using molecular junctions. - Amélie Héliou; Dominik Budday; Rasmus Fonseca; Henry van den Bedem (Bioinform., 2017)

Molecular conformations and game theory. (Conformations moléculaires et théorie des jeux). - Amélie Héliou (2017)

Gradient-free Online Learning in Continuous Games with Delayed Rewards. - Amélie Héliou; Panayotis Mertikopoulos; Zhengyuan Zhou (ICML, 2020)

Online Non-Convex Optimization with Imperfect Feedback. - Amélie Héliou; Matthieu Martin; Panayotis Mertikopoulos; Thibaud Rahier (NeurIPS, 2020)

Gradient-free Online Learning in Games with Delayed Rewards. - Amélie Héliou; Panayotis Mertikopoulos; Zhengyuan Zhou (CoRR, 2020)

Individual Treatment Effect Estimation in a Low Compliance Setting. - Thibaud Rahier; Amélie Héliou; Matthieu Martin; Christophe Renaudin; Eustache Diemert (CoRR, 2020)

Zeroth-Order Non-Convex Learning via Hierarchical Dual Averaging. - Amélie Héliou; Matthieu Martin; Panayotis Mertikopoulos; Thibaud Rahier (ICML, 2021)

Individual Treatment Prescription Effect Estimation in a Low Compliance Setting. - Thibaud Rahier; Amélie Héliou; Matthieu Martin; Christophe Renaudin; Eustache Diemert (KDD, 2021)

Gemma: Open Models Based on Gemini Research and Technology. - Thomas Mesnard; Cassidy Hardin; Robert Dadashi; Surya Bhupatiraju; Shreya Pathak; Laurent Sifre; Morgane Rivière; Mihir Sanjay Kale; Juliette Love; Pouya Tafti; Léonard Hussenot; Aakanksha Chowdhery; et al. (CoRR, 2024)

BOND: Aligning LLMs with Best-of-N Distillation. - Pier Giuseppe Sessa; Robert Dadashi; Léonard Hussenot; Johan Ferret; Nino Vieillard; Alexandre Ramé; Bobak Shahriari; Sarah Perrin; Abe Friesen; Geoffrey Cideron; Sertan Girgin; Piotr Stanczyk; et al. (CoRR, 2024)

Pixtral 12B. - Pravesh Agrawal; Szymon Antoniak; Emma Bou Hanna; Baptiste Bout; Devendra Singh Chaplot; Jessica Chudnovsky; Diogo Costa; Baudouin De Monicault; Saurabh Garg; Théophile Gervet; Soham Ghosh; Amélie Héliou; et al. (CoRR, 2024)

BOND: Aligning LLMs with Best-of-N Distillation. - Pier Giuseppe Sessa; Robert Dadashi-Tazehozi; Léonard Hussenot; Johan Ferret; Nino Vieillard; Alexandre Ramé; Bobak Shahriari; Sarah Perrin; Abram L. Friesen; Geoffrey Cideron; Sertan Girgin; Piotr Stanczyk; et al. (ICLR, 2025)

Magistral. - Abhinav Rastogi; Albert Q. Jiang; Andy Lo; Gabrielle Berrada; Guillaume Lample; Jason Rute; Joep Barmentlo; Karmesh Yadav; Kartik Khandelwal; Khyathi Raghavi Chandu; Léonard Blier; Lucile Saulnier; et al. (CoRR, 2025)

Voxtral. - Alexander H. Liu; Andy Ehrenberg; Andy Lo; Clément Denoix; Corentin Barreau; Guillaume Lample; Jean-Malo Delignon; Khyathi Raghavi Chandu; Patrick von Platen; Pavankumar Reddy Muddireddy; Sanchit Gandhi; Soham Ghosh; et al. (CoRR, 2025)