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Bowei Yan

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

* 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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