Héliou, Amélie

4 publications

ICLR 2025 BOND: Aligning LLMs with Best-of-N Distillation Pier Giuseppe Sessa, Robert Dadashi-Tazehozi, Leonard Hussenot, Johan Ferret, Nino Vieillard, Alexandre Rame, Bobak Shahriari, Sarah Perrin, Abram L. Friesen, Geoffrey Cideron, Sertan Girgin, Piotr Stanczyk, Andrea Michi, Danila Sinopalnikov, Sabela Ramos Garea, Amélie Héliou, Aliaksei Severyn, Matthew Hoffman, Nikola Momchev, Olivier Bachem

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

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

NeurIPS 2017 Learning with Bandit Feedback in Potential Games Amélie Heliou, Johanne Cohen, Panayotis Mertikopoulos