Search Results for author: Carola Schoenlieb

Found 1 papers, 1 papers with code

Local Convergence Properties of SAGA/Prox-SVRG and Acceleration

1 code implementation ICML 2018 Clarice Poon, Jingwei Liang, Carola Schoenlieb

In this paper, we present a local convergence anal- ysis for a class of stochastic optimisation meth- ods: the proximal variance reduced stochastic gradient methods, and mainly focus on SAGA (Defazio et al., 2014) and Prox-SVRG (Xiao & Zhang, 2014).

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