106 citations · 400 across the 38 of their papers we have counts for
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cs.LG2020★ 5 cited
An Efficient Smoothing Proximal Gradient Algorithm for Convex Clustering
Xin Zhou, Chunlei Du, Xiaodong Cai
Cluster analysis organizes data into sensible groupings and is one of fundamental modes of understanding and learning. The widely used K-means and hierarchical clustering methods c…
cs.LG2019★ 4 cited
Searching for Stage-wise Neural Graphs In the Limit
Xin Zhou, Dejing Dou, Boyang Li
Search space is a key consideration for neural architecture search. Recently, Xie et al. (2019) found that randomly generated networks from the same distribution perform similarly,…
cs.LG2014★ 2 cited
Feature selection for classification with class-separability strategy and data envelopment analysis
Yishi Zhang, Chao Yang, Anrong Yang +3
In this paper, a novel feature selection method is presented, which is based on Class-Separability (CS) strategy and Data Envelopment Analysis (DEA). To better capture the relation…