基本信息
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个人简介
My general research focus is in the area of Machine Learning, Artificial Intelligence and Data Science. At present, I am a member of Lookout for Enterprise's performance engineering team as a machine learning research scientist. Previously, I was a member of Yummly's data driven engagement team as a research scientist involved in developing and deploying machine learning algorithms that personalize and optimize the experience of Yummly users and help them make a decision when faced with a challenging question of what to prepare for their next meal.
Before joining Yummly, I was a PhD candidate in the EECS department at Oregon State University under the supervision of Dr. Alan Fern. I finished my PhD program in Computer Science with specialization in machine learning in winter 2014. My PhD dissertation focused on active and passive machine learning for sequential decision making with emphasis on leveraging human expertise for improved learning.
I want to continue to apply my machine learning and data science knowledge and experience to exciting real world problems that the software industry faces today and in the future. My long-term career goal is to continue working in this area and develop novel machine learning and data-driven tools and techniques and apply these to create better software systems and services for future software users and customers.
研究兴趣
论文共 10 篇作者统计合作学者相似作者
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Journal of Machine Learning Researchno. 1 (2014): 3925-3963
引用1浏览0引用
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Maomao Zhang, Xiao Xiao, Dongsheng Xiong, Qin Liu,Yunyun Wang, Yueyu Zhang, Yaoming Zhou,Alan Fern, Shweta Natarajan,Kshitij Judah,Prasad Tadepalli,B De Keijzer,
引用31浏览0EI引用
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Journal of Artificial Intelligence Researchno. 1 (2014): 71-104
Machine Learning and Applicationspp.395-400, (2010)
mag(2009)
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