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Second-order methods

Use second-order statistics to process data.

Papers

Showing 91100 of 181 papers

TitleStatusHype
Stochastic Heavy Ball0
Stochastic Newton Proximal Extragradient Method0
Stochastic Optimization for Non-convex Problem with Inexact Hessian Matrix, Gradient, and Function0
Stochastic Quasi-Newton Langevin Monte Carlo0
Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient0
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function0
Stochastic Subspace Cubic Newton Method0
Structured second-order methods via natural gradient descent0
Enhance Curvature Information by Structured Stochastic Quasi-Newton Methods0
Sub-Sampled Newton Methods II: Local Convergence Rates0
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