Alex Hawkins-Hooker

According to our database, Alex Hawkins-Hooker authored at least 4 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2023

Moment Matching Denoising Gibbs Sampling.

Mingtian Zhang, Alex Hawkins-Hooker, Brooks Paige, David Barber

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Generating functional protein variants with variational autoencoders.

Alex Hawkins-Hooker, Florence Depardieu, Sebastien Baur, Guillaume Couairon, Arthur Chen, David Bikard

PLoS Comput. Biol., 2021

2019

Projection layers improve deep learning models of regulatory DNA function.

Alex Hawkins-Hooker, Henry Kenlay, John E. Reid

F1000Research, 2019