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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

TitleStatusHype
Studying K-FAC Heuristics by Viewing Adam through a Second-Order LensCode0
Stochastic Optimization for Non-convex Problem with Inexact Hessian Matrix, Gradient, and Function—0
Jorge: Approximate Preconditioning for GPU-efficient Second-order Optimization—0
A Homogenization Approach for Gradient-Dominated Stochastic Optimization—0
Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold—0
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods—0
Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles—0
Error Feedback Can Accurately Compress PreconditionersCode0
MKOR: Momentum-Enabled Kronecker-Factor-Based Optimizer Using Rank-1 UpdatesCode1
Minibatching Offers Improved Generalization Performance for Second Order Optimizers—0
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