Mafalda Dias

According to our database, Mafalda Dias authored at least 3 papers between 2022 and 2025.

Collaborative distances:

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

2025

A Genomic Language Model for Zero-Shot Prediction of Promoter Indel Effects.

Courtney Shearer, Rose Orenbuch, Felix Teufel, Christian Steinmetz, Daniel Ritter, Erik Xie, Artem Gazizov, Aviv Spinner, Mafalda Dias, Jonathan Frazer, Pascal Notin, Debora S. Marks

Proceedings of the 20th Machine Learning in Computational Biology (MLCB), 2025

2023

ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design.

Pascal Notin, Aaron Kollasch, Daniel Ritter, Lood van Niekerk, Steffanie Paul, Han Spinner, Nathan J. Rollins, Ada Shaw, Rose Orenbuch, Ruben Weitzman, Jonathan Frazer, Mafalda Dias, Dinko Franceschi, Yarin Gal, Debora S. Marks

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

2022

Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval.

Pascal Notin, Mafalda Dias, Jonathan Frazer, Javier Marchena-Hurtado, Aidan N. Gomez, Debora S. Marks, Yarin Gal

Proceedings of the International Conference on Machine Learning, 2022