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Second-order methods

Use second-order statistics to process data.

Papers

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Showing 51–60 of 181 papers

TitleStatusHype
Sharpened Lazy Incremental Quasi-Newton MethodCode0
Faster Differentially Private Convex Optimization via Second-Order Methods—0
ISAAC Newton: Input-based Approximate Curvature for Newton's MethodCode0
Adaptive Consensus Optimization Method for GANsCode0
Automatic Gradient Descent: Deep Learning without HyperparametersCode2
Gradient-Boosted Based Structured and Unstructured Learning—0
FOSI: Hybrid First and Second Order OptimizationCode0
Stochastic Dimension-reduced Second-order Methods for Policy Optimization—0
On backpropagating Hessians through ODEs—0
A survey of deep learning optimizers -- first and second order methods—0
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