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Second-order methods

Use second-order statistics to process data.

Papers

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Showing 41–50 of 181 papers

Title	Date	Tasks	Status	Hype	Score
FOSI: Hybrid First and Second Order Optimization	Feb 16, 2023	Audio ClassificationLanguage Modelling	CodeCode Available	0	5
Large batch size training of neural networks with adversarial training and second-order information	Oct 2, 2018	Second-order methods	CodeCode Available	0	5
Differentially Private Image Classification from Features	Nov 24, 2022	Classificationimage-classification	CodeCode Available	0	5
Error Feedback Can Accurately Compress Preconditioners	Jun 9, 2023	ClassificationSecond-order methods	CodeCode Available	0	5
Nonlinear matrix recovery using optimization on the Grassmann manifold	Sep 13, 2021	Riemannian optimizationSecond-order methods	CodeCode Available	0	5
Alternating Iteratively Reweighted _1 and Subspace Newton Algorithms for Nonconvex Sparse Optimization	Jul 24, 2024	Second-order methods	CodeCode Available	0	5
LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms	Apr 20, 2019	BIG-bench Machine LearningSecond-order methods	CodeCode Available	0	5
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization	Nov 12, 2024	Second-order methods	CodeCode Available	0	5
Limitations of the Empirical Fisher Approximation for Natural Gradient Descent	May 29, 2019	Second-order methods	CodeCode Available	0	5
Optimization Methods for Supervised Machine Learning: From Linear Models to Deep Learning	Jun 30, 2017	BIG-bench Machine Learningregression	CodeCode Available	0	5

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