10 citations · 26 across the 13 of their papers we have counts for
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cs.LG2020★ 10 cited
Improved Analysis of Clipping Algorithms for Non-convex Optimization
Bohang Zhang, Jikai Jin, Cong Fang +1
Gradient clipping is commonly used in training deep neural networks partly due to its practicability in relieving the exploding gradient problem. Recently, \citet{zhang2019gradient…
math.OC2020
On The Convergence of First Order Methods for Quasar-Convex Optimization
Jikai Jin
In recent years, the success of deep learning has inspired many researchers to study the optimization of general smooth non-convex functions. However, recent works have established…