Hawkins-Hooker, Alex

5 publications

ICML 2025 PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction Aaron Wenteler, Martina Occhetta, Nikhil Branson, Victor Curean, Magdalena Huebner, William Dee, William Connell, Siu Pui Chung, Alex Hawkins-Hooker, Yasha Ektefaie, César Miguel Valdez Córdova, Amaya Gallagher-Syed

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

ICMLW 2024 MSA Pairing Transfomer: Protein Interaction Partner Prediction with Few-Shot Contrastive Learning Alex Hawkins-Hooker, Daniel Burkhardt Cerigo, Umberto Lupo, David Jones, Brooks Paige

NeurIPS 2023 Moment Matching Denoising Gibbs Sampling Mingtian Zhang, Alex Hawkins-Hooker, Brooks Paige, David Barber