Heterogeneous Hidden Markov Models for Sleep Activity Recognition from Multi-Source Passively Sensed Data. - Fernando Moreno-Pino; María Martínez-García; Pablo M. Olmos; Antonio Artés-Rodríguez (CoRR, 2022)

Sleep Activity Recognition and Characterization from Multi-Source Passively Sensed Data. - María Martínez-García; Fernando Moreno-Pino; Pablo M. Olmos; Antonio Artés-Rodríguez (CoRR, 2023)

Handling Ill-Conditioned Omics Data With Deep Probabilistic Models. - María Martínez-García; Pablo M. Olmos (IEEE J. Biomed. Health Informatics, 2023)

Protect Before Generate: Error Correcting Codes within Discrete Deep Generative Models. - María Martínez-García; Grace Villacrés; David G. M. Mitchell; Pablo M. Olmos (CoRR, 2024)

Improved Variational Inference in Discrete VAEs using Error Correcting Codes. - María Martínez-García; Grace Villacrés; David G. M. Mitchell; Pablo M. Olmos (UAI, 2025)