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A Novel Variance Reduction Proximal Stochastic Newton Algorithm for Large-Scale Machine Learning Optimization

Mohammed Moyed Ahmed

Ahmed, Mohammed Moyed

Dec 31, 2024

A Novel Variance Reduction Proximal Stochastic Newton Algorithm for Large-Scale Machine Learning Optimization's Cover Image

International Journal of Advanced Network, Monitoring and Controls

Volume 9 (2024): Issue 4 (December 2024)

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Published Online: Dec 31, 2024

Page range: 84 - 90

DOI: https://doi.org/10.2478/ijanmc-2024-0040

Keywords
Composite optimization, Machine learning, Stochastic Newton method, Variance reduction, Convergence analysis

© 2024 Dr.Mohammed Moyed Ahmed, published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Language:: English

Publication timeframe:: 4 times per year
Journal Subjects:: Computer Sciences, Computer Sciences, other

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