44 citations · 76 across the 7 of their papers we have counts for
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cs.CC2021
Efficient algorithms for collecting the statistics of large-scale IP address data
Hui Liu, Yi Cao, Zehan Cai +2
Compiling the statistics of large-scale IP address data is an essential task in network traffic measurement. The statistical results are used to evaluate the potential impact of us…
math.OC2021
Efficient proximal gradient algorithms for joint graphical lasso
Jie Chen, Ryosuke Shimmura, Joe Suzuki
We consider learning an undirected graphical model from sparse data. While several efficient algorithms have been proposed for graphical lasso (GL), the alternating direction metho…
cs.LG2021
Graph coarsening: From scientific computing to machine learning
Jie Chen, Yousef Saad, Zechen Zhang
The general method of graph coarsening or graph reduction has been a remarkably useful and ubiquitous tool in scientific computing and it is now just starting to have a similar imp…