Projects and documents

In this part of my personal website, I present some documents that I have written. Some are the result of personal projects, others are reviews of the state of the art of some topics of interest to me.

*I am working on the English versions of these documents, I hope to have them in the near future.

Convex optimization

• Floor planning as a Geometric program. Type: Review and implementation. [PDF]

• Image compression via self-similarity. Type: Project. [PDF]

Stochastic dynamic programming

• Robust Markov Decision Process. Type: Literature review. [PDF]

• Modeling the path of a flying particle through obstacles using Markov decision processes. Type: Project. [PDF]

• Reinforcement Learning On-policy Prediction with Approximation. Type: Presentation. [Slides]

Combinatorial and graph algorithms

• Directed graphs and maximum flow and minimum flow problems applied image segmentation and matching. Type: Review and implementation. [PDF]

Nonparametric Statistics

• Depth in functional data. Type: Review and presentation. [PDF review] [Slides]

• Comparison of resampling methods in the regression context. Type: Project. [PDF]

• Wilcoxon W+ statistic distribution. Efficiency of estimators of the center of symmetry. Type: Literature review. [PDF]

Presentations at the Statistics, Control, and Optimization Seminar ECO.

• GANs, WGANs, and extensions. Type: Presentation. [Slides]

• Some applications and perspectives of Distributional Robust Optimization (DRO) with Wasserstein metrics. Type: Presentation. [Slides]