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May 25, 2024Open Access

AdaFisher: Adaptive Second Order Optimization via Fisher Information

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Authors

DGDamien Martins GomesThales (France)YZYanlei ZhangQueen's UniversityEBEugene BelilovskyConcordia University

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Cite This Study

Gomes et al. (2024) studied this question.

synapsesocial.com/papers/68e686d2b6db64358760fed3https://doi.org/10.48550/arxiv.2405.16397
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Also Consider

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

  1. 1AdaFish: Fast low-rank parameter-efficient fine-tuning by using second-order information2024
  2. 2ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning2021 · 190 citations
  3. 3FAdam: Adam is a natural gradient optimizer using diagonal empirical Fisher information2024 · 1 citations
  4. 4SGD with Partial Hessian for Deep Neural Networks Optimization2024 · 1 citations
  5. 5SOFIM: Stochastic Optimization Using Regularized Fisher Information Matrix2024