Stochastic Primal-Dual Hybrid Gradient Algorithm with Adaptive Step Sizes
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In this work, we propose a new primal-dual algorithm with adaptive step sizes. The stochastic primal-dual hybrid gradient (SPDHG) algorithm with constant step sizes has become widely applied in large-scale convex optimization across many scientific fields due ... ...
