21 citations · 21 across the 2 of their papers we have counts for
2 papers
stat.ME2014
Iterative Subsampling in Solution Path Clustering of Noisy Big Data
Yuliya Marchetti, Qing Zhou
We develop an iterative subsampling approach to improve the computational efficiency of our previous work on solution path clustering (SPC). The SPC method achieves clustering by c…
stat.ME2014★ 21 cited
Solution Path Clustering with Adaptive Concave Penalty
Yuliya Marchetti, Qing Zhou
Fast accumulation of large amounts of complex data has created a need for more sophisticated statistical methodologies to discover interesting patterns and better extract informati…