Bent, Oliver

13 publications

ICLR 2025 Metalic: Meta-Learning In-Context with Protein Language Models Jacob Beck, Shikha Surana, Manus McAuliffe, Oliver Bent, Thomas D Barrett, Juan Jose Garau-Luis, Paul Duckworth

ICLRW 2025 Universally Applicable and Tunable Graph-Based Coarse-Graining for Machine Learning Force Fields Christoph Brunken, Sebastien Boyer, Mustafa Omar, Martin Maarand, Olivier Peltre, Solal Attias, Bakary N'tji Diallo, Anastasia Markina, Olaf Othersen, Oliver Bent

NeurIPSW 2024 Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes Carolin Benjamins, Shikha Surana, Oliver Bent, Marius Lindauer, Paul Duckworth

ICMLW 2024 Generative Model for Small Molecules with Latent Space RL Fine-Tuning to Protein Targets Ulrich Armel Mbou Sob, Qiulin Li, Miguel Arbesú, Oliver Bent, Andries Petrus Smit, Arnu Pretorius

ICMLW 2024 Likelihood-Based Fine-Tuning of Protein Language Models for Few-Shot Fitness Prediction and Design Alex Hawkins-Hooker, Jakub Kmec, Oliver Bent, Paul Duckworth

ICMLW 2024 Likelihood-Based Fine-Tuning of Protein Language Models for Few-Shot Fitness Prediction and Design Alex Hawkins-Hooker, Jakub Kmec, Oliver Bent, Paul Duckworth

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

NeurIPSW 2024 Metalic: Meta-Learning In-Context with Protein Language Models Jacob Beck, Shikha Surana, Manus McAuliffe, Oliver Bent, Thomas D Barrett, Juan Jose Garau-Luis, Paul Duckworth

ICLRW 2024 Model-Based Reinforcement Learning for Protein Backbone Design Frederic Renard, Cyprien Courtot, Alfredo Reichlin, 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

NeurIPSW 2023 Offline RL for Generative Design of Protein Binders Denis Tarasov, Ulrich Armel Mbou Sob, Miguel Arbesú, Nima H. Siboni, Sebastien Boyer, Andries Petrus Smit, Oliver Bent, Arnu Pretorius, Marcin J. Skwark

ICLRW 2023 Predicting Protein Stability Changes Under Multiple Amino Acid Substitutions Using Equivariant Graph Neural Networks Sebastien Boyer, Sam Money-Kyrle, Oliver Bent

AAAI 2018 Novel Exploration Techniques (NETs) for Malaria Policy Interventions Oliver Bent, Sekou L. Remy, Stephen J. Roberts, Aisha Walcott-Bryant