Training Implicit Generative Models via an Invariant Statistical Loss
Published in 27th International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
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publications
Robust training of implicit generative models for multivariate and heavy-tailed distributions with an invariant statistical loss
Published in Journal of Machine Learning Research (under review), 2024
Explicit density approximation for neural implicit samplers using a Bernstein-based convex divergence
Published in arXiv preprint, 2025
talks
Semaine des jeunes talents scientifiques francophones / Week of Young Francophone Scientific Talents
Published:
II Andaluz.IA Forum 2024
Published:
teaching
Machine Learning II (2023 - 2026)
Undergraduate course, University Carlos III of Madrid, Spain, 2023
- Bachelor in Data Science (English)
- Tutoring foreign students
- Lecture notes
Statistical Signal Processing (2024)
Undergraduate course, University Carlos III of Madrid, Spain, 2024
- Tutoring foreign students
Machine Learning Courses for Banco Bilbao Vizcaya Argentaria (BBVA)
Corporate training, Banco Bilbao Vizcaya Argentaria (BBVA), 2025
Course Instructor for BBVA internal Machine Learning training programs: