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Second-order methods

Use second-order statistics to process data.

Papers

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Showing 71–80 of 181 papers

TitleStatusHype
Faster Differentially Private Convex Optimization via Second-Order Methods—0
FedNL: Making Newton-Type Methods Applicable to Federated Learning—0
FedOSAA: Improving Federated Learning with One-Step Anderson Acceleration—0
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm—0
First and Second Order Methods for Online Convolutional Dictionary Learning—0
A survey of deep learning optimizers -- first and second order methods—0
A Survey of Optimization Methods for Training DL Models: Theoretical Perspective on Convergence and Generalization—0
A comparison of second-order methods for deep convolutional neural networks—0
GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning—0
Gradient-Boosted Based Structured and Unstructured Learning—0
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