The regularized stochastic Nesterov's accelerated quasi-Newton method with applications

DOI10.1016/j.cam.2023.115190zbMath1530.90076OpenAlexW4323276172MaRDI QIDQ6169778

Rabian Wangkeeree, Siwakon Suppalap, Dawrawee Makmuang

Publication date: 12 July 2023

Published in: Journal of Computational and Applied Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cam.2023.115190

zbMATH Keywords

quasi-Newton methodsupport vector machinestrongly convex optimizationmomentum coefficientNesterov's accelerated gradient

Mathematics Subject Classification ID

Numerical mathematical programming methods (65K05) Convex programming (90C25) Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

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• A Stochastic Quasi-Newton Method for Large-Scale Optimization
• Support-vector networks
• Adaptive restart for accelerated gradient schemes
• RES: Regularized Stochastic BFGS Algorithm
• A Stochastic Approximation Method

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