Lucy Colwell

Rethinking Attention with Performers pdf

Lukasz Kaiser, Krzysztof Choromanski, Xingyou Song, 2020, ArXiv.

The Effect of Debiasing Protein Ligand Binding Data on Generalisation.

Lucy Colwell, Lucy J. Colwell, Vikram Sundar, 2019, Journal of chemical information and modeling.

Using Single Protein/Ligand Binding Models to Predict Active Ligands for Unseen Proteins

Lucy Colwell, Lucy J. Colwell, Vikram Sundar, 2020, bioRxiv.

Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers pdf

Krzysztof Choromanski, Xingyou Song, Adrian Weller, 2020, ArXiv.

Population-Based Black-Box Optimization for Biological Sequence Design

David Dohan, Andreea Gane, David Belanger, 2020, ICML.

Noisy, sparse, nonlinear: Navigating the Bermuda Triangle of physical inference with deep filtering pdf

Lucy Colwell, Carl Poelking, Alexei Lapkin, 2019, ArXiv.

Improving Protein Function Annotation via Unsupervised Pre-training: Robustness, Efficiency, and Insights

David Dohan, Andreea Gane, David Belanger, 2021, KDD.

AI3SD Video: Machine Learning for biological sequence design

Lucy Colwell, 2021 .