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Arévalo Barco, Irina
PhD: Universidad Autónoma de Madrid
BIO
Irina Arévalo has a PhD in Mathematics from Universidad Autónoma de Madrid. She specialises in Complex Analysis and Operator Theory, and has taught graduate-level courses on Mathematical Analysis in Mathematics, Physics and Engineering degrees, and published more than ten papers on Complex Analysis, Applied Statistics, and Artificial Intelligence.
After her PhD, she worked as a Data Scientist, Artificial Intelligence Researcher, and Analytics Manager in different industries, including banking and tech.
Education
PhD in Mathematics, Universidad Autónoma de Madrid (2017)
Postgraduate Diploma in Big Data and Data Science, Universidad Autónoma de Madrid (2016)
MSc in Mathematics and Applications, Universidad Autónoma de Madrid (2013)
Research Interests
Artificial Intelligence, in particular Distributed AI Systems and Bias and Fairness
Career
Analytics Manager, Lookiero, June 2022–September 2023
Senior Data Scientist, ING, April 2020–June 2022
AI Researcher and Data Scientist, BBVA, July 2018–April 2020
Data Scientist, Vueling, July 2017–January 2018
Predoctoral Fellow, Universidad Autónoma de Madrid, January 2014–June 2017
Publications in Scientific Journals
Salmeron, Jose L.; Arévalo, Irina; Ruiz-Celma, Antonio: “Benchmarking federated strategies in Peerto-Peer Federated learning for biomedical data”, Heliyon 9(6), Art. e16925, 2023.
Salmeron, Jose L; Arévalo, Irina: “A privacy-preserving, distributed and cooperative FCM-based learning approach for cancer research”, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Rough Sets: International Joint Conference, IJCRS 2020, Havana, 12179 LNAI, 477-487, 2020.
Arévalo, Irina; Vukotic, Dragan: “Weighted composition operators in functional Banach spaces: an axiomatic approach”, Journal of Spectral Theory, 10(2), 673-701, 2020.
Arévalo, Irina; Contreras, Manuel D; Rodríguez-Piazza, Luis: “Semigroups of composition operators and integral operators on mixed norm spaces”, Revista Matemática Complutense 32(3), 767-798, 2019.
Arévalo, Irina: “A characterization of the inclusions between mixed norm spaces”, Journal of Mathematical Analysis and Applications, 429(2), 942-955, 2015.