17 citations · 49 across the 11 of their papers we have counts for
Showing 2016 · stat.MLShow all
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stat.ML2016★ 1 cited
Online Classification with Complex Metrics
Bowei Yan, Oluwasanmi Koyejo, Kai Zhong +1
We present a framework and analysis of consistent binary classification for complex and non-decomposable performance metrics such as the F-measure and the Jaccard measure. The prop…
stat.ML2016★ 17 cited
On Robustness of Kernel Clustering
Bowei Yan, Purnamrita Sarkar
Clustering is one of the most important unsupervised problems in machine learning and statistics. Among many existing algorithms, kernel k-means has drawn much research attention d…