Oliver Bent

Researcher, InstaDeep

Joined

July 2019

Names

Oliver Bent

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

InstaDeep (instadeep.com)

2021 – Present

Researcher

International Business Machines (ibm.com)

2013 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

Reinforcement Learning

2016 – Present

Publications

Bayes-PD: Exploring a Sequence to Binding Bayesian Neural Network model trained on Phage Display data
Ilann AMIAUD--PLACHY, Oliver Bent, Sebastien Boyer
- SPIGM @ NeurIPS
- Readers: Everyone
GeoGraph: Geometric and Graph-based Ensemble Descriptors for Intrinsically Disordered Proteins
Eoin Quinn, Marco Carobene, Jean Quentin, Sebastien Boyer, Miguel Arbesú, Oliver Bent
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
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
- ICLR 2025 Workshop LMRL
- Readers: Everyone
Likelihood-based Finetuning of Protein Language Models for Few-shot Fitness Prediction and Design
Alex Hawkins-Hooker, Shikha Surana, Jakub Kmec, Oliver Bent, Paul Duckworth
- Submitted to ICML 2025
- Readers: Everyone
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, Oliver Bent
- Submitted to ICLR 2025
- Readers: Everyone
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
- ICLR 2025 Poster
- Readers: Everyone
Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes
Carolin Benjamins, Shikha Surana, Oliver Bent, Marius Lindauer, Paul Duckworth
- AI4Mat-NeurIPS-2024
- Readers: Everyone
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
- Neurips 2024 Workshop FM4Science Poster
- Readers: Everyone
Likelihood-based fine-tuning of protein language models for few-shot fitness prediction and design
Alex Hawkins-Hooker, Jakub Kmec, Oliver Bent, Paul Duckworth
- AccMLBio Spotlight
- Readers: Everyone
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
- AccMLBio Poster
- Readers: Everyone

View all 17 publications

Co-Authors

View all 41 co-authors