The Stochastic Conjugate Subgradient Algorithm For Kernel Support Vector Machines

Di Zhang, Suvrajeet Sen

Stochastic First-Order (SFO) methods have been a cornerstone in addressing a broad spectrum of modern machine learning (ML) challenges. However, their efficacy is increasingly ques…