2 papers
cs.LG2025
A Matrix Variational Auto-Encoder for Variant Effect Prediction in Pharmacogenes
Antoine Honoré, Borja Rodríguez Gálvez, Yoomi Park +3
Variant effect predictors (VEPs) aim to assess the functional impact of protein variants, traditionally relying on multiple sequence alignments (MSAs). This approach assumes that n…
stat.ML2025
An Information-Theoretic Analysis of Thompson Sampling with Infinite Action Spaces
Amaury Gouverneur, Borja Rodriguez Gálvez, Tobias Oechtering +1
This paper studies the Bayesian regret of the Thompson Sampling algorithm for bandit problems, building on the information-theoretic framework introduced by Russo and Van Roy (2015…