Accès libre

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

Mohammed Moyed Ahmed

Mohammed Moyed Ahmed

ECE Department JNTUHHyderabad, INDIA
Recherchez cet auteur sur
Sciendo|Google Scholar
Ahmed, Mohammed Moyed
  
31 déc. 2024
A Novel Variance Reduction Proximal Stochastic Newton Algorithm for Large-Scale Machine Learning Optimization's Cover Image
À propos de cet article
Article précédent
Article suivant
Citez
Télécharger la couverture
Publié en ligne: 31 déc. 2024
Pages: 84 - 90
DOI: https://doi.org/10.2478/ijanmc-2024-0040
Mots clés
© 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
Langue:
Anglais
Périodicité:
4 fois par an
Sujets de la revue:
Informatique, Informatique, autres
RSS Feed de la revue