Work

Step Size Adaptation for Accelerated Stochastic Momentum Algorithm Using SDE Modeling and Lyapunov Drift Minimization

Year: 2025

Type: article

Source: IEEE Transactions on Signal Processing

DOI: 10.1109/tsp.2025.3592678

Authors: Yulan Yuan, Danny H. K. Tsang, Vincent K. N. Lau

Institutions: The Hong Kong University of Science and Technology (Guangzhou), Hong Kong University of Science and Technology

Language: English

Topic: Stochastic Gradient Optimization Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funder: Guangzhou Municipal Science and Technology Project

Award: G537185493

OpenAlex ID: W4412718693

FWCI: 0.411

Cites: 16

Cited by: 1

Related to: 10