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Amélie Héliou
Amélie Héliou
Unknown affiliation
Verified email at polytechnique.edu
Title
Cited by
Cited by
Year
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
21462023
Gemma: Open models based on gemini research and technology
G Team, T Mesnard, C Hardin, R Dadashi, S Bhupatiraju, S Pathak, ...
arXiv preprint arXiv:2403.08295, 2024
7112024
Learning with bandit feedback in potential games
A Heliou, J Cohen, P Mertikopoulos
Advances in Neural Information Processing Systems 30, 2017
1172017
A deep learning framework to predict binding preference of RNA constituents on protein surface
JH Lam, Y Li, L Zhu, R Umarov, H Jiang, A Héliou, FK Sheong, T Liu, ...
Nature communications 10 (1), 4941, 2019
982019
qFit-ligand Reveals Widespread Conformational Heterogeneity of Drug-Like Molecules in X-Ray Electron Density Maps
GCP van Zundert, BM Hudson, SHP de Oliveira, DA Keedy, R Fonseca, ...
Journal of Medicinal Chemistry 61 (24), 11183-11198, 2018
532018
Gradient-free online learning in continuous games with delayed rewards
A Héliou, P Mertikopoulos, Z Zhou
International conference on machine learning, 4172-4181, 2020
412020
Charline Le Lan, Christopher A
G Team, T Mesnard, C Hardin, R Dadashi, S Bhupatiraju, S Pathak, ...
382024
Charline Le Lan, Christopher A
T Mesnard, C Hardin, R Dadashi, S Bhupatiraju, S Pathak, L Sifre, ...
252024
Online non-convex optimization with imperfect feedback
A Héliou, M Martin, P Mertikopoulos, T Rahier
Advances in Neural Information Processing Systems, 2020
232020
Hedging under uncertainty: Regret minimization meets exponentially fast convergence
J Cohen, A Héliou, P Mertikopoulos
International Symposium on Algorithmic Game Theory, 252-263, 2017
192017
ProtNLM: model-based natural language protein annotation
A Gane, ML Bileschi, D Dohan, E Speretta, A Héliou, ...
Preprint, 2022
152022
Zeroth-order non-convex learning via hierarchical dual averaging
A Héliou, M Martin, P Mertikopoulos, T Rahier
International Conference on Machine Learning, 4192-4202, 2021
152021
Bond: Aligning llms with best-of-n distillation
PG Sessa, R Dadashi, L Hussenot, J Ferret, N Vieillard, A Ramé, ...
arXiv preprint arXiv:2407.14622, 2024
132024
Fast, clash-free RNA conformational morphing using molecular junctions
A Héliou, D Budday, R Fonseca, H van den Bedem
Bioinformatics 33 (14), 2114-2122, 2017
82017
Pixtral 12B
P Agrawal, S Antoniak, EB Hanna, B Bout, D Chaplot, J Chudnovsky, ...
arXiv preprint arXiv:2410.07073, 2024
62024
ProtNLM: Model-based Natural Language Protein Annotation(2022)
A Gane, ML Bileschi, D Dohan, E Speretta, A Héliou, ...
5
Individual treatment prescription effect estimation in a low compliance setting
T Rahier, A Héliou, M Martin, C Renaudin, E Diemert
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
42021
Exponentially fast convergence to (strict) equilibrium via hedging
J Cohen, A Héliou, P Mertikopoulos
arXiv preprint arXiv:1607.08863, 2016
32016
Off-policy learning for causal advertising
E Diemert, A Héliou, C Renaudin
NeurIPS 2018 Causal Learning Workshop, 2018
22018
Individual Treatment Effect Estimation in a Low Compliance Setting
T Rahier, A Héliou, M Martin, C Renaudin, E Diemert
arXiv preprint stat.ML/2008.03235, 2020
12020
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Articles 1–20