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Zhu, Dr. Raymond Chu, Prof. Jan Allebach, and Dr. Tingye Li for the invaluable discussions, encouragements and suggestions on my career. Unfortunately, Dr. Tingye Li passed away on December 27, 2012. He was a very kind and respected man. I would like to dedicate this dissertation to the memory of my grandfather Deshan Wu.

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Current PhD Students. Alex Cobian Saswati De Akshay Sood Current Postdocs. Yuriy Sverchkov; Gary Pack Group Alumni. David Andrzejewski, PhD 2010 (co-advised by Xiaojin Zhu) thesis: Incorporating Domain Knowledge in Latent Topic Models current position: Senior Engineering Manager, Sumo Logic

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The dissertation is approved by the following members of the Final Oral Committee: Mark Craven, Professor, Biostatistics & Medical Informatics, Computer Sciences Anthony Gitter, Assistant Professor, Biostatistics & Medical Informatics AnHai Doan, Professor, Computer Sciences Xiaojin (Jerry) Zhu, Professor, Computer Sciences

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PhD Computer Science. 2009 – 2015 - Advisor: Xiaojin (Jerry) Zhu - Thesis: Some Machine Learning Methods from Sequential Input- Organized reading group Non-i.i.d Reading Group, fall 2010

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Xiaojin Zhu Phd Thesis. xiaojin zhu phd thesis PhD thesis, Department of Computer Sciences, University of Wisconsin-Madison. 2015. How Youth Assign Bullying Roles to Celebrities in Social Media Felice Resnik, Angela Calvin, Hsun-Chih Huang, Jun-Ming Xu, Kwang-Sung Jun, Amy Bellmore, Xiaojin Zhu.Xiaojin (Jerry) Zhu Contact [email protected] Phone: 608-890-0129 Department of Computer …

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