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Second-order methods

Use second-order statistics to process data.

Papers

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Showing 21–30 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
Fast and Furious Convergence: Stochastic Second Order Methods under Interpolation	Oct 11, 2019	Binary ClassificationSecond-order methods	CodeCode Available	0	5
Studying K-FAC Heuristics by Viewing Adam through a Second-Order Lens	Oct 23, 2023	Computational EfficiencySecond-order methods	CodeCode Available	0	5
FLeNS: Federated Learning with Enhanced Nesterov-Newton Sketch	Sep 23, 2024	Dimensionality ReductionEdge-computing	CodeCode Available	0	5
A Gauss-Newton Approach for Min-Max Optimization in Generative Adversarial Networks	Apr 10, 2024	DiversityImage Generation	CodeCode Available	0	5
Adapting Newton's Method to Neural Networks through a Summary of Higher-Order Derivatives	Dec 6, 2023	Second-order methods	CodeCode Available	0	5
Improving SGD convergence by online linear regression of gradients in multiple statistically relevant directions	Jan 31, 2019	regressionSecond-order methods	CodeCode Available	0	5
ISAAC Newton: Input-based Approximate Curvature for Newton's Method	May 1, 2023	Second-order methods	CodeCode Available	0	5
Adaptive Consensus Optimization Method for GANs	Apr 20, 2023	Image GenerationSecond-order methods	CodeCode Available	0	5
Generalized Optimistic Methods for Convex-Concave Saddle Point Problems	Feb 19, 2022	Second-order methods	CodeCode Available	0	5

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