Training Implicit Generative Models via an Invariant Statistical Loss
Published in 27th International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Posts by Collection
publications
Explicit density approximation for neural implicit samplers using a Bernstein-based convex divergence
Published in Published as a Spotlight paper at the 29th International Conference on Artificial Intelligence and Statistics (AISTATS), 2026
Approximating f-Divergences with Rank Statistics
Published in arxiv, 2026
Robust training of implicit generative models for multivariate and heavy-tailed distributions with an invariant statistical loss
Published in Journal of Machine Learning Research, 2026
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
- Recognized for teaching excellence
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: