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20172020
most citedOn Noisy Negative Curvature Descent: Competing with Gradient Descent for Faster Non-convex Optimization

15 citations · 17 across the 2 of their papers we have counts for

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stat.ML2018

Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions

Mingrui Liu, Xiaoxuan Zhang, Lijun Zhang +2

Error bound conditions (EBC) are properties that characterize the growth of an objective function when a point is moved away from the optimal set. They have recently received incre…