128 citations · 323 across the 15 of their papers we have counts for
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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…
cs.RO2016
Fast Second-order Cone Programming for Safe Mission Planning
Kai Zhong, Prateek Jain, Ashish Kapoor
This paper considers the problem of safe mission planning of dynamic systems operating under uncertain environments. Much of the prior work on achieving robust and safe control req…