Amélie Héliou
Amélie Héliou
CAIL
Verified email at polytechnique.edu
Title
Cited by
Cited by
Year
Learning with bandit feedback in potential games
J Cohen, A Héliou, P Mertikopoulos
Proceedings of the 31st International Conference on Neural Information …, 2017
50*2017
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
242018
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), 1-13, 2019
152019
Hedging under uncertainty: Regret minimization meets exponentially fast convergence
J Cohen, A Héliou, P Mertikopoulos
International Symposium on Algorithmic Game Theory, 252-263, 2017
102017
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
52017
Gradient-free online learning in continuous games with delayed rewards
A Héliou, P Mertikopoulos, Z Zhou
International Conference on Machine Learning, 4172-4181, 2020
32020
Online non-convex optimization with imperfect feedback
A Héliou, M Martin, P Mertikopoulos, T Rahier
Advances in Neural Information Processing Systems, 2020
32020
Off-policy learning for causal advertising
E Diemert, A Héliou, C Renaudin
NeurIPS 2018 Causal Learning Workshop, 2018
22018
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
12021
Individual Treatment Effect Estimation in a Low Compliance Setting
T Rahier, A Héliou, M Martin, C Renaudin, E Diemert
arXiv e-prints, arXiv: 2008.03235, 2020
12020
Exponentially fast convergence to (strict) equilibrium via hedging
J Cohen, A Héliou, P Mertikopoulos
arXiv preprint arXiv:1607.08863, 2016
12016
Individual Treatment Prescription Effect Estimation in a Low Compliance Setting
T Rahier, A Héliou, M Martin, C Renaudin, E Diemert
arXiv preprint arXiv:2008.03235, 2020
2020
NucleicNet/NucleicNet
JH Lam, Y Li, L Zhu, R Umarov, H Jiang, A Héliou, FK Sheong, T Liu, ...
Github, 2019
2019
Molecular conformations and game theory
A Héliou
Université Paris-Saclay (ComUE), 2017
2017
Objectively and automatically building multi-conformer ligand models in electron densities
G Van Zundert, D Keedy, P Suresh, A Héliou, K Borrelli, T Day, J Fraser, ...
Conformational ensembles from experimental data and computer simulations, 2017
2017
Elucidating Mechanisms of Molecular Recognition Between Human Argonaute and miRNA Using Computational Approaches
H Jiang, L Zhu, A Héliou, X Gao, J Bernauer, X Huang
Drug Target miRNA, 251-275, 2017
2017
Apprentissage dans le cas bandit sur des jeux de potentiel
A Héliou, J Cohen, P Mertikopoulos
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Articles 1–17