13 citations · 15 across the 11 of their papers we have counts for
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math.OC2022
Revisiting the acceleration phenomenon via high-resolution differential equations
Shuo Chen, Bin Shi, Ya-xiang Yuan
Nesterov's accelerated gradient descent (NAG) is one of the milestones in the history of first-order algorithms. It was not successfully uncovered until the high-resolution differe…
math.OC2022
Proximal Subgradient Norm Minimization of ISTA and FISTA
Bowen Li, Bin Shi, Ya-xiang Yuan
For first-order smooth optimization, the research on the acceleration phenomenon has a long-time history. Until recently, the mechanism leading to acceleration was not successfully…
math.OC2022★ 1 cited
Gradient Norm Minimization of Nesterov Acceleration:
Shuo Chen, Bin Shi, Ya-xiang Yuan
In the history of first-order algorithms, Nesterov's accelerated gradient descent (NAG) is one of the milestones. However, the cause of the acceleration has been a mystery for a lo…