Asynchronous Stochastic Gradient Descent with Model Quantization

Yubo Du; Keyou You

doi:10.1016/j.ifacol.2025.07.035

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JOURNAL ARTICLE

Asynchronous Stochastic Gradient Descent with Model Quantization

Yubo Du Keyou You

Year: 2025 Journal: IFAC-PapersOnLine Vol: 59 (4)Pages: 1-6 Publisher: Elsevier BV

DOI: 10.1016/j.ifacol.2025.07.035

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Keywords:

Asynchronous communication Stochastic quantization Stochastic gradient descent Gradient descent Computer science Quantization (signal processing) Mathematics Applied mathematics Algorithm Artificial intelligence Physics Artificial neural network Telecommunications Quantum Path integral formulation

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Stochastic Gradient Optimization Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Sparse and Compressive Sensing Techniques

Physical Sciences → Engineering → Computational Mechanics

Complexity and Algorithms in Graphs

Physical Sciences → Computer Science → Computational Theory and Mathematics

Asynchronous Stochastic Gradient Descent with Model Quantization

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