Author

Rodrigo Maulen-Soto

Observed names: Maulen, Rodrigo, Maulen-Soto, Rodrigo, Maulén Soto, Rodrigo Ignacio, Maulén Soto, Rodrigo Ignacio, Rodrigo Maulen Soto

Institutions: École Nationale Supérieure d'Ingénieurs de Caen, Normandie Université, GREYC, Laboratoire de Probabilités, Statistique et Modélisation, Université de Caen Normandie

Observed institutions: Centre National de la Recherche Scientifique, École Nationale Supérieure d'Ingénieurs de Caen, Sorbonne Université, Normandie Université, GREYC, Laboratoire de Probabilités, Statistique et Modélisation, Université de Caen Normandie

OpenAlex ID: A5094134649

An SDE perspective on stochastic convex optimization

2022 · Maulen-Soto, Rodrigo, Fadili, Jalal, et al. · arXiv (Cornell University) · 11

Stochastic Differential Inclusions and Tikhonov Regularization for Stochastic Non-Smooth Convex Optimization in Hilbert spaces

2025 · Rodrigo Maulen-Soto, Jalal Fadili, et al. · Open Journal of Mathematical Optimization · 9

An SDE perspective on stochastic inertial gradient dynamics with time-dependent viscosity and Hessian-driven damping

2025 · Rodrigo Maulen-Soto, Jalal Fadili, et al. · Optimization · 6

Attention-based clustering

2025 · Maulen-Soto, Rodrigo, Marion, Pierre, et al. · arXiv (Cornell University) · 2

Attention-based PCA

2026 · Maulen-Soto, Rodrigo, Boyer, Claire · arXiv (Cornell University) · 1

Attention-based clustering

2025 · Rodrigo Maulen Soto, Pierre Marion, et al. · neural information processing systems · 1

A dynamical system perspective οn stοchastic and iΙnertial methοds fοr optimizatiοn

2024 · Rodrigo Maulen Soto · theses.fr (ABES)

Stochastic convex optimization from a continuous dynamical system perspective

2022 · Maulen, Rodrigo, Fadili, Jalal M., et al. · HAL

A continuous-time model of stochastic gradient descent: convergence rates and complexities under Lojasiewicz inequality

2021 · Maulén Soto, Rodrigo Ignacio · Repositorio Institucional

Works count: 13

Citation count: 44

H-index: 5

I10-index: 1