基本信息
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职业迁徙
个人简介
I am a scientist and software engineer who develops statistical machine learning technology. I enjoy applications in human language, biology, and social science, and am currently excited about helping people reach their potential by learning languages (Duolingo) and making music (FAWM).
Academically, I'm probably best-known for research on "active learning" — the study of learning algorithms that are adaptive, curious, or exploratory (so to speak). I wrote a book on the subject that was published in 2012. In my spare time, I get around by bike and play guitar in the Pittsburgh pop band Delicious Pastries.
Specialties: Statistical machine learning, natural language processing, data mining, information extraction, information retrieval, active learning, interactive systems design.
Academically, I'm probably best-known for research on "active learning" — the study of learning algorithms that are adaptive, curious, or exploratory (so to speak). I wrote a book on the subject that was published in 2012. In my spare time, I get around by bike and play guitar in the Pittsburgh pop band Delicious Pastries.
Specialties: Statistical machine learning, natural language processing, data mining, information extraction, information retrieval, active learning, interactive systems design.
研究兴趣
论文共 33 篇作者统计合作学者相似作者
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msra(2013)
引用218浏览0引用
218
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ICML'13: Proceedings of the 30th International Conference on International Conference on Machine Learning - Volume 28pp.181-189, (2013)
引用5浏览0EI引用
5
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CHI '13: CHI Conference on Human Factors in Computing Systems
Paris
France
April, 2013pp.2009-2018, (2013)
XRDS: Crossroads, The ACM Magazine for Studentsno. 4 (2013): 21-25
Synthesis Lectures on Artificial Intelligence and Machine Learningno. 1 (2012): 1-114
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