34 citations · 75 across the 13 of their papers we have counts for
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cs.LG2022
SymNMF-Net for The Symmetric NMF Problem
Mingjie Li, Hao Kong, Zhouchen Lin
Recently, many works have demonstrated that Symmetric Non-negative Matrix Factorization~(SymNMF) enjoys a great superiority for various clustering tasks. Although the state-of-the-…
cs.LG2022★ 1 cited
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs
Jie Ren, Mingjie Li, Meng Zhou +2
This paper aims to theoretically analyze the complexity of feature transformations encoded in piecewise linear DNNs with ReLU layers. We propose metrics to measure three types of c…