基本信息
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个人简介
I am a Data Scientist at Microsoft Corporation.
My area of expertise lies in machine learning, statistics and applications, particularly in probabilistic graphical models, unsupervised learning, and optimization algorithms. I conceived and implemented several novel probabilistic models for statistical machine learning.
In my career, I engineered solutions to problems in computer vision, natural language processing, information retrieval, multimedia and computational biology. I have published award-winning papers in prestigious peer-reviewed conference and top journals in all the fields I have worked in to date.
Specialties: Statistical machine learning, classification, regression, probabilistic graphical models in particular for vision and text analysis, time-series models, optimization methods, unsupervised learning.
研究兴趣
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