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Second-order methods

Use second-order statistics to process data.

Papers

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Showing 11–20 of 181 papers

TitleStatusHype
Second-Order Neural ODE OptimizerCode1
Second-Order Stochastic Optimization for Machine Learning in Linear TimeCode1
Symmetry Teleportation for Accelerated OptimizationCode1
Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order PerspectiveCode1
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated LearningCode1
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level ReformulationCode1
SASSHA: Sharpness-aware Adaptive Second-order Optimization with Stable Hessian ApproximationCode1
Accelerating Stochastic Probabilistic Inference—0
Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization—0
Adversarial Vulnerability as a Consequence of On-Manifold Inseparibility—0
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