Amélie Héliou
Publications by Year
Research Areas
Advanced Bandit Algorithms Research, Computational Drug Discovery Methods, Reinforcement Learning in Robotics, Game Theory and Applications, Advanced Chemical Physics Studies
Most-Cited Works
- → Gemma: Open Models Based on Gemini Research and Technology(2024)220 cited
- → A deep learning framework to predict binding preference of RNA constituents on protein surface(2019)121 cited
- → qFit-ligand Reveals Widespread Conformational Heterogeneity of Drug-Like Molecules in X-Ray Electron Density Maps(2018)68 cited
- Learning with bandit feedback in potential games(2017)
- → A multiconformer ligand model of inhibitor 53W bound to CREB binding protein bromodomain(2018)41 cited
- Gradient-free Online Learning in Continuous Games with Delayed Rewards(2020)
- → Hedging Under Uncertainty: Regret Minimization Meets Exponentially Fast Convergence(2017)10 cited
- → Gradient-free Online Learning in Games with Delayed Rewards(2020)6 cited
- → Online non-convex optimization with imperfect feedback(2020)5 cited
- → Fast, clash-free RNA conformational morphing using molecular junctions(2017)5 cited