Welcome!
About Me
I am a Senior Researcher at Istituto di Scienza e Tecnologie dell’Informazione “A. Faedo”, which is part of the National Research Council of Italy.
Born in 1985, in Granada, Spain. Spanish citizenship.
Research Interests:
- Quantification (aka class prevalence estimation)
- Machine learning, deep learning, and representation learning
- Text classification, cross-lingual classification, and authorship analysis
Education
- PhD in Computer Sciences and Information Technologies (10/10 cum laude), University of Granada, 2013.
- Master Degree in Soft Computing and Intelligent Systems (with honours), University of Granada, 2010.
- Bachelor’s degree in Computer Engineering (3.037/4 and 21 honours), University of Granada, 2008.
News
- [Sep. 2025] We will present “Learning to Quantify: Methods and Applications” (LQ2025), the fifth edition of the quantification workshop, co-located with the ECML/PKDD 2025
- Check out my preprint paper that discusses the interconnections between calibration, quantification, and classifier accuracy prediction
- [Sep. 2024] The new version of the open-source framework for quantification QuaPy v0.1.9 has been released!
- [Sep. 2024] We are presenting “Learning to Quantify: Methods and Applications” (LQ2024), a tutorial + workshop event co-located with the ECML/PKDD 2024 conference during September 9-13, 2024, in Vilnius, Lithuania.
- [Feb. 2024] We are organizing “LeQua 2024: Learning to Quantify”, the 2nd data challenge on Learning to Quantify.
- [Mar. 2023] Our book about Learning to quantify has been published! The book is open-access.