计算视觉Stochastic Optimization with Heavy-Tailed Noise via Accelerated Gradien ...

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Stochastic Optimization with Heavy-Tailed Noise via
      Accelerated Gradient Clipping

     Eduard Gorbunov         Marina Danilova         Alexander Gasnikov
    MIPT and HSE, Russia      ICS RAS and MIPT, Russia       MIPT and HSE, Russia

                        Abstract
      In this paper, we propose a new accelerated stochastic first-order method called
      clipped-SSTM for smooth convex stochastic optimization with heavy-tailed dis-
      tributed noise in stochastic gradients and  ...

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关键词：Optimization accelerated Accelerate Stochastic Stochast