3 papers
math.OC2025
Stochastically Structured Reservoir Computers for Financial and Economic System Identification
Lendy Banegas, Fredy Vides
This paper introduces a methodology for identifying and simulating financial and economic systems using stochastically structured reservoir computers (SSRCs). The framework combine…
eess.SY2025
Dynamic financial processes identification using sparse regressive reservoir computers
Fredy Vides, Idelfonso B. R. Nogueira, Gabriela Lopez Gutierrez +2
In this document, we present key findings in structured matrix approximation theory, with applications to the regressive representation of dynamic financial processes. Initially, w…
eess.SY2025
Identifying Systems with Symmetries using Equivariant Autoregressive Reservoir Computers
Fredy Vides, Idelfonso B. R. Nogueira, Gabriela Lopez Gutierrez +2
The investigation reported in this document focuses on identifying systems with symmetries using equivariant autoregressive reservoir computers. General results in structured matri…