Beguir, Karim

7 publications

ICLRW 2024 Machine Learning of Force Fields Towards Molecular Dynamics Simulations of Proteins at DFT Accuracy Christoph Brunken, Sebastien Boyer, Mustafa Omar, Bakary N'tji Diallo, Karim Beguir, Nicolas Lopez Carranza, Oliver Bent

ICLRW 2024 Protein Binding Affinity Prediction Under Multiple Substitutions Applying eGNNs on Residue and Atomic Graphs Combined with Language Model Information: eGRAL Arturo Fiorellini-Bernardis, Sebastien Boyer, Christoph Brunken, Bakary N'tji Diallo, Karim Beguir, Nicolas Lopez Carranza, Oliver Bent

ICLRW 2022 Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization Thomas Pierrot, Valentin Macé, Felix Chalumeau, Arthur Flajolet, Geoffrey Cideron, Karim Beguir, Antoine Cully, Olivier Sigaud, Nicolas Perrin-Gilbert

ICML 2022 Fast Population-Based Reinforcement Learning on a Single Machine Arthur Flajolet, Claire Bizon Monroc, Karim Beguir, Thomas Pierrot

NeurIPSW 2022 So ManyFolds, so Little Time: Efficient Protein Structure Prediction with pLMs and MSAs Thomas D Barrett, Amelia Villegas-Morcillo, Louis Robinson, Benoit Gaujac, David Admète, Elia Saquand, Karim Beguir, Arthur Flajolet

NeurIPS 2020 A Game-Theoretic Analysis of Networked System Control for Common-Pool Resource Management Using Multi-Agent Reinforcement Learning Arnu Pretorius, Scott Cameron, Elan van Biljon, Thomas Makkink, Shahil Mawjee, Jeremy du Plessis, Jonathan Shock, Alexandre Laterre, Karim Beguir

NeurIPS 2019 Learning Compositional Neural Programs with Recursive Tree Search and Planning Thomas Pierrot, Guillaume Ligner, Scott E Reed, Olivier Sigaud, Nicolas Perrin, Alexandre Laterre, David Kas, Karim Beguir, Nando de Freitas