2 papers
cs.LG2026
ITGPT: Generative Pretraining on Irregular Timeseries
Antoine Honoré, Ming Xiao
Timeseries regression models often struggle to leverage large volumes of labeled multimodal data, particularly when the data are irregularly sampled or contain missing values. This…
cs.LG2025
A Matrix Variational Auto-Encoder for Variant Effect Prediction in Pharmacogenes
Antoine Honoré, Borja RodrÃguez 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…