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Second-order methods

Use second-order statistics to process data.

Papers

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Showing 151–160 of 181 papers

Title	Date	Tasks	Status	Hype
SGD momentum optimizer with step estimation by online parabola model	Jul 16, 2019	Second-order methods	CodeCode Available	0
SGD with Partial Hessian for Deep Neural Networks Optimization	Mar 5, 2024	image-classificationImage Classification	CodeCode Available	0
FLeNS: Federated Learning with Enhanced Nesterov-Newton Sketch	Sep 23, 2024	Dimensionality ReductionEdge-computing	CodeCode Available	0
FOSI: Hybrid First and Second Order Optimization	Feb 16, 2023	Audio ClassificationLanguage Modelling	CodeCode Available	0
Generalized Optimistic Methods for Convex-Concave Saddle Point Problems	Feb 19, 2022	Second-order methods	CodeCode Available	0
Newtonian Monte Carlo: single-site MCMC meets second-order gradient methods	Jan 15, 2020	Second-order methodsVariational Inference	CodeCode Available	0
Sharpened Lazy Incremental Quasi-Newton Method	May 26, 2023	Second-order methods	CodeCode Available	0
Asymptotic Analysis of Conditioned Stochastic Gradient Descent	Jun 4, 2020	Second-order methods	CodeCode Available	0
Alternating Iteratively Reweighted _1 and Subspace Newton Algorithms for Nonconvex Sparse Optimization	Jul 24, 2024	Second-order methods	CodeCode Available	0
Nonlinear matrix recovery using optimization on the Grassmann manifold	Sep 13, 2021	Riemannian optimizationSecond-order methods	CodeCode Available	0

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