Work

Global Stability and Step Size Robustness of RMSProp

Year: 2026

Type: article

Source: IEEE Control Systems Letters

DOI: 10.1109/lcsys.2026.3708737

Authors: Naum Dimitrieski, Maria Christine Honecker, Carsten Scherer, Christian Ebenbauer

Institutions: RWTH Aachen University, University of Stuttgart

Language: English

Topic: Stochastic Gradient Optimization Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

OpenAlex ID: W7166638517

FWCI: 3.417

Cites: 11

Cited by: 1

Related to: 10