Projects

Gradient-based Algorithms for Multi-objective Optimization

Research on continuous optimization methods for vector-valued functions, focusing on steepest descent, Newton-like methods, and bilevel optimization structures using JAX.

Jan 5, 2025

Code

Gradient-based Algorithms for Multi-objective Optimization

Research on continuous optimization methods for vector-valued functions, focusing on steepest descent, Newton-like methods, and bilevel optimization structures using JAX.

Jan 5, 2025

Code

Fair and Transparent Credit Scoring

The goal of this project is to build an automatic credit scoring system that uses mobile and socio-economical data to promote finance inclusion.

May 1, 2022

Ethical AI

The goal of this project is to promote trust, transparency and fairness in machine learning models.

May 1, 2020