计算视觉On the Curved Geometry of Accelerated Optimization

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On the Curved Geometry of Accelerated
            Optimization

                     Aaron Defazio
                    Facebook AI Research
                      New York

                       Abstract
     In this work we propose a differential geometric motivation for Nesterov’s accel-
     erated gradient method (AGM) for strongly-convex problems. By considering
     the optimization procedure as occurring on a Riemannian manifold with a natural
     structure, The AGM method can be seen as ...

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关键词：Optimization accelerated Accelerate Geometry curved