3 citations · 6 across the 8 of their papers we have counts for
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math.OC2022★ 2 cited
Convergence Analyses of Davis-Yin Splitting via Scaled Relative Graphs
Jongmin Lee, Soheun Yi, Ernest K. Ryu
Davis-Yin splitting (DYS) has found a wide range of applications in optimization, but its linear rates of convergence have not been studied extensively. The scaled relative graph (…
cs.LG2022★ 3 cited
Neural Tangent Kernel Analysis of Deep Narrow Neural Networks
Jongmin Lee, Joo Young Choi, Ernest K. Ryu +1
The tremendous recent progress in analyzing the training dynamics of overparameterized neural networks has primarily focused on wide networks and therefore does not sufficiently ad…