Work

AdaBatchGrad : combining adaptive batch size and adaptive step size

Year: 2025

Type: article

Source: IMA Journal of Numerical Analysis

DOI: 10.1093/imanum/draf081

Authors: Petr Ostroukhov, Aigerim Zhumabayeva, Chulu Xiang, Alexander Gasnikov, Martin Takáč, Dmitry Kamzolov

Institutions: National Research University Higher School of Economics, Russian Academy of Sciences, Institute for System Programming, Mohamed bin Zayed University of Artificial Intelligence, Moscow Institute of Physics and Technology, Steklov Mathematical Institute, Innopolis University

Language: English

Topic: Stochastic Gradient Optimization Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

OpenAlex ID: W7110449620

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Cites: 16

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