Gonçalo Faria

bayesian deep learning, deep generative modelling, nlp, causal discovery

CV

Hey, I'm Gonçalo.

I am currently an PhD student at University of Washington, under the guidance of Professor Noah Smith.

My research interests are robustness to distribution shifts, o.o.d generalization, and reliability, particularly for complex reasoning tasks.

I studied at the University of Minho for my undergrad and at Instituto Superior Técnico for my master's. My master's dissertation, advised by André Martins and Mário Figueiredo, focused on Differentiable Causal Discovery.

Feel free to reach out! I'm always happy to chat about research, life, or anything else.




Publications
TBD
Gonçalo R. A. Faria, Noah Smith
EMNLP 2024
Sweta Agrawal, José G. C. de Souza, Ricardo Rei, António Farinhas, Gonçalo Faria, Patrick Fernandes, Nuno M Guerreiro, Andre Martins
NEURIPS 2024
Gonçalo R. A. Faria, Sweta Agrawal, António Farinhas, Ricardo Rei, José G. C. de Souza, André F. T. Martins
CLEAR 2022
Gonçalo R. A. Faria, André F. T. Martins, Mário A. T. Figueiredo

Also on Google Scholar