publications

Publications by categories in reversed chronological order.

2024

  1. de Frutos, J. M., Olmos, P. M., Vázquez, M. A., & Míguez, J. (2024). Training Implicit Generative Models via an Invariant Statistical Loss. Proceedings of the 27th International Conference on Artificial Intelligence and Statistics (AISTATS) 2024.

2018

  1. de Frutos Porras, J. M. (2018). Parallel Task Execution. Zenodo. https://doi.org/10.5281/zenodo.1971291

Master thesis and Bachelor thesis

When I was at the University, thanks to my professor, I discovered the wonderful world of the geometric measure theory and in particular its application to fractal geometry, Final Thesis.

Later I followed with the idea of ​​using this in more concrete problems. One day this wonderful book fell into my hands, Functions of Bounded Variation and Free Discontinuity Problems. So I decided to study how to apply the geometric measure theory to image segmentation problems. In particular I focused on the well-known Mumford-Shah problem, Master Thesis. Unfortunately my thesis is in Spanish I hope it is not a problem.