Currently is a doctoral student in Applied Mathematics at IME/USP. Has experience in Mathematics, focusing on Applied Mathematics, acting on the following subjects: convex optimization, smoothing strategies and linear inverse problems. (Source: Lattes Curriculum)
| News published in Agência FAPESP Newsletter about the researcher |
| More itemsLess items |
| TITULO |
| Articles published in other media outlets ( ): |
| More itemsLess items |
| VEICULO: TITULO (DATA) |
| VEICULO: TITULO (DATA) |
The present project addresses two important questions currently open in the literature regarding large-scale convex optimization using first-order moment-accelerated algorithms. The first objective is to obtain a (perhaps exact) way of smoothing completely non-smooth composite problems that has a theory compatible with practical results, as currently in imaging applications experience sho…
This project establishes a roadmap for the development of numerical methods for the minimization of composite functions, which are written as the sum of two potentially non-smooth terms. The idea is to smooth the term that is unfavorable to the proximal operator, aiming to meet the hypotheses of recently proposed first-order accelerated algorithms. The designed algorithm will be accompani…
Contemporary challenges arising from the treatment of information based on huge amount of data have generated renewed interest for first-order methods. Enriched with acceleration schemes, these methods may combine low cost and efficiency for solving smooth optimization problems, unsuited to second-order approaches. Motivated by such challenges, this project addresses the study of accelera…
This project outlines a roadmap for a numerical investigation on the performance of computer methods for initial value and boundary problems. Once the methods employed by the ordinary differential equations suite of Matlab are understood, the related functions will be employed for solving a selected collection of problems involving equations that come from applied contexts. (AU)
| 1 / 1 | Ongoing scholarships in Brazil |
| 3 / 3 | Completed scholarships in Brazil |
| 4 / 4 | All Scholarships |
| Associated processes | |
CV Lattes
ORCID