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Consistent Classification with Generalized Metrics


Aug 24, 2019
Xiaoyan Wang, Ran Li, Bowei Yan, Oluwasanmi Koyejo

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Binary Classification with Karmic, Threshold-Quasi-Concave Metrics


Jun 02, 2018
Bowei Yan, Oluwasanmi Koyejo, Kai Zhong, Pradeep Ravikumar

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* ICML 2018 

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Covariate Regularized Community Detection in Sparse Graphs


Apr 25, 2018
Bowei Yan, Purnamrita Sarkar

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* 27 pages, 5 figures 

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Provable Estimation of the Number of Blocks in Block Models


Mar 18, 2018
Bowei Yan, Purnamrita Sarkar, Xiuyuan Cheng

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* 12 pages, 4 figure; AISTATS 2018 

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Online Classification with Complex Metrics


Feb 10, 2018
Bowei Yan, Oluwasanmi Koyejo, Kai Zhong, Pradeep Ravikumar

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* An error was found in the proof 

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Convergence Analysis of Gradient EM for Multi-component Gaussian Mixture


Dec 04, 2017
Bowei Yan, Mingzhang Yin, Purnamrita Sarkar

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* 36 pages 

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On Robustness of Kernel Clustering


Dec 02, 2016
Bowei Yan, Purnamrita Sarkar

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* 20 pages, 3 figures 

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