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

Mohammed Moyed Ahmed

Mohammed Moyed Ahmed

ECE Department JNTUHHyderabad, INDIA
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Ahmed, Mohammed Moyed
  
Dec 31, 2024
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Published Online: Dec 31, 2024
Page range: 84 - 90
DOI: https://doi.org/10.2478/ijanmc-2024-0040
Keywords
© 2024 Dr.Mohammed Moyed Ahmed, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Convergence analysis for various algorithms
Convergence analysis for various algorithms

Figure 2.

Training Loss Vs Test accuracy chart for SVNR algorithm.
Training Loss Vs Test accuracy chart for SVNR algorithm.

Figure 3.

Computational time comparison for different algorithms
Computational time comparison for different algorithms
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Computer Sciences, Computer Sciences, other
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