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Second-order methods

Use second-order statistics to process data.

Papers

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Showing 81–90 of 181 papers

TitleStatusHype
Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic ProgrammingCode0
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function—0
On the efficiency of Stochastic Quasi-Newton Methods for Deep Learning—0
A Novel Fast Exact Subproblem Solver for Stochastic Quasi-Newton Cubic Regularized Optimization—0
Accelerating Stochastic Probabilistic Inference—0
Amortized Proximal Optimization—0
Generalized Optimistic Methods for Convex-Concave Saddle Point ProblemsCode0
A Mini-Block Fisher Method for Deep Neural Networks—0
Accelerated Projected Gradient Method for the Optimization of Cell-Free Massive MIMO Downlink—0
SCORE: Approximating Curvature Information under Self-Concordant Regularization—0
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