Karim Beguir - RankMe

18 papers A* 3A 2Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	InstaNovo enables diffusion-powered de novo peptide sequencing in large-scale proteomics experiments. Nat. Mac. Intell. Kevin Eloff, Konstantinos Kalogeropoulos, Amandla Mabona, Oliver Morell, Rachel Catzel, Esperanza Rivera-de-Torre, Jakob Berg Jespersen, Wesley Williams, Sam P. B. van Beljouw, Marcin J. Skwark, Andreas Hougaard Laustsen, Stan J. J. Brouns, Anne Ljungars, Erwin M. Schoof, Jeroen Van Goey, Ulrich auf dem Keller, Karim Beguir, Nicolás López Carranza, Timothy P. Jenkins
2024	J	`jnl`	Protein binding affinity prediction under multiple substitutions applying eGNNs on Residue and Atomic graphs combined with Language model information: eGRAL. CoRR Arturo Fiorellini-Bernardis, Sebastien Boyer, Christoph Brunken, Bakary N'tji Diallo, Karim Beguir, Nicolás López Carranza, Oliver Bent
2023	J	`jnl`	Early computational detection of potential high-risk SARS-CoV-2 variants. Comput. Biol. Medicine Karim Beguir, Marcin J. Skwark, Yunguan Fu, Thomas Pierrot, Nicolás López Carranza, Alexandre Laterre, Ibtissem Kadri, Abir Korched, Anna U. Lowegard, Bonny Gaby Lui, Bianca Sänger, Yunpeng Liu, Asaf Poran, Alexander Muik, Ugur Sahin
2022	J	`jnl`	Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems. CoRR Félix Chalumeau, Thomas Pierrot, Valentin Macé, Arthur Flajolet, Karim Beguir, Antoine Cully, Nicolas Perrin-Gilbert
2022	A	`conf`	Diversity policy gradient for sample efficient quality-diversity optimization. GECCO Thomas Pierrot, Valentin Macé, Félix Chalumeau, Arthur Flajolet, Geoffrey Cideron, Karim Beguir, Antoine Cully, Olivier Sigaud, Nicolas Perrin-Gilbert
2022	A*	`conf`	Fast Population-Based Reinforcement Learning on a Single Machine. ICML Arthur Flajolet, Claire Bizon Monroc, Karim Beguir, Thomas Pierrot
2022	J	`jnl`	Fast Population-Based Reinforcement Learning on a Single Machine. CoRR Arthur Flajolet, Claire Bizon Monroc, Karim Beguir, Thomas Pierrot
2022	J	`jnl`	Multi-Objective Quality Diversity Optimization. CoRR Thomas Pierrot, Guillaume Richard, Karim Beguir, Antoine Cully
2022	A	`conf`	Multi-objective quality diversity optimization. GECCO Thomas Pierrot, Guillaume Richard, Karim Beguir, Antoine Cully
2020	A*	`conf`	A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning. NeurIPS Arnu Pretorius, Scott Alexander Cameron, Elan Van Biljon, Tom Makkink, Shahil Mawjee, Jeremy du Plessis, Jonathan Shock, Alexandre Laterre, Karim Beguir
2020	J	`jnl`	A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning. CoRR Arnu Pretorius, Scott Alexander Cameron, Elan Van Biljon, Tom Makkink, Shahil Mawjee, Jeremy du Plessis, Jonathan Shock, Alexandre Laterre, Karim Beguir
2020	J	`jnl`	Designing a Prospective COVID-19 Therapeutic with Reinforcement Learning. CoRR Marcin J. Skwark, Nicolás López Carranza, Thomas Pierrot, Joe Phillips, Slim Said, Alexandre Laterre, Amine Kerkeni, Ugur Sahin, Karim Beguir
2020	J	`jnl`	Learning Compositional Neural Programs for Continuous Control. CoRR Thomas Pierrot, Nicolas Perrin, Feryal M. P. Behbahani, Alexandre Laterre, Olivier Sigaud, Karim Beguir, Nando de Freitas
2020	J	`jnl`	Offline Reinforcement Learning Hands-On. CoRR Louis Monier, Jakub Kmec, Alexandre Laterre, Thomas Pierrot, Valentin Courgeau, Olivier Sigaud, Karim Beguir
2020	J	`jnl`	QD-RL: Efficient Mixing of Quality and Diversity in Reinforcement Learning. CoRR Geoffrey Cideron, Thomas Pierrot, Nicolas Perrin, Karim Beguir, Olivier Sigaud
2019	A*	`conf`	Learning Compositional Neural Programs with Recursive Tree Search and Planning. NeurIPS Thomas Pierrot, Guillaume Ligner, Scott E. Reed, Olivier Sigaud, Nicolas Perrin, Alexandre Laterre, David Kas, Karim Beguir, Nando de Freitas
2019	J	`jnl`	Learning Compositional Neural Programs with Recursive Tree Search and Planning. CoRR Thomas Pierrot, Guillaume Ligner, Scott E. Reed, Olivier Sigaud, Nicolas Perrin, Alexandre Laterre, David Kas, Karim Beguir, Nando de Freitas
2018	J	`jnl`	Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization. CoRR Alexandre Laterre, Yunguan Fu, Mohamed Khalil Jabri, Alain-Sam Cohen, David Kas, Karl Hajjar, Torbjorn S. Dahl, Amine Kerkeni, Karim Beguir