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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
  
31 dic 2024
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Pubblicato online: 31 dic 2024
Pagine: 84 - 90
DOI: https://doi.org/10.2478/ijanmc-2024-0040
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© 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
Lingua:
Inglese
Frequenza di pubblicazione:
4 volte all'anno
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