338 citations · 382 across the 14 of their papers we have counts for
5 papers · 1 filter
Efficient Chromosome Parallelization for Precision Medicine Genomic Workflows
Daniel Mas Montserrat, Ray Verma, Míriam Barrabés +3
Large-scale genomic workflows used in precision medicine can process datasets spanning tens to hundreds of gigabytes per sample, leading to high memory spikes, intensive disk I/O,…
A Tsallis-Entropy Lens on Genetic Variation
Margarita Geleta, Daniel Mas Montserrat, Alexander G. Ioannidis
We introduce an information-theoretic generalization of the fixation statistic, the Tsallis-order F-statistic, , which measures the fraction of Tsallis -entropy lost wi…
iLTM: Integrated Large Tabular Model
David Bonet, Marçal Comajoan Cara, Alvaro Calafell +2
Tabular data underpins decisions across science, industry, and public services. Despite rapid progress, advances in deep learning have not fully carried over to the tabular domain,…
Compressive Meta-Learning
Daniel Mas Montserrat, David Bonet, Maria Perera +2
The rapid expansion in the size of new datasets has created a need for fast and efficient parameter-learning techniques. Compressive learning is a framework that enables efficient…
Feature Shift Localization Network
Míriam Barrabés, Daniel Mas Montserrat, Kapal Dev +1
Feature shifts between data sources are present in many applications involving healthcare, biomedical, socioeconomic, financial, survey, and multi-sensor data, among others, where…