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March 5, 2024Open Access

SOFIM: Stochastic Optimization Using Regularized Fisher Information Matrix

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Authors

CGC. GayathriKarunya UniversityMSMrinmay SenEckert & Ziegler (United States)AQA. K. QinSwinburne University of Technology

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Cite This Study

Gayathri et al. (2024) studied this question.

synapsesocial.com/papers/68e75b28b6db6435876d246chttps://doi.org/10.48550/arxiv.2403.02833
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1AdaFisher: Adaptive Second Order Optimization via Fisher Information2024
  2. 2FAdam: Adam is a natural gradient optimizer using diagonal empirical Fisher information2024 · 1 citations
  3. 3An Improved Empirical Fisher Approximation for Natural Gradient Descent2024 · 1 citations
  4. 4Dynamic Importance Learning using Fisher Information Matrix (FIM) for Nonlinear Dynamic Mapping2024
  5. 5SIFAR: A Simple Faster Accelerated Variance-Reduced Gradient Method2025