Effect of dataset partitioning strategies for evaluating out-of-distribution generalisation for predictive models in biochemistry
- 2024
- ISMB 2024
Raúl Fernández Díaz
Title
Pre-doc Bioinformatics Researcher
Bio
I'm a PhD Student at UCD Conway Institute and a Pre-doc student at IBM. My project focuses on Multi-modal foundational models for protein representation learning.
Publications
Effect of dataset partitioning strategies for evaluating out-of-distribution generalisation for predictive models in biochemistry
- 2024
- MoML 2024
Models that learn the language of molecules and how to use them to predict their properties
- 2024
- SECUAH 2024
AutoPeptideML: An Automated Machine Learning Method for Building Peptide Bioactivity Predictors Leveraging Protein Language Models
- Raúl Fernández Díaz
- Rodrigo Cossio-pérez
- et al.
- 2023
- ICBG 2023
Top collaborators
TH
Lam Hoang
Research Staff Member, Master Inventor
VL
Vanessa Lopez Garcia
Senior Research Scientist and Manager, AI for Health and Social Care, Master inventor
JB
Joao Bettencourt
Senior Research Scientist
MS
Marco Sbodio
Senior Research Scientist