基本信息
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职业迁徙
个人简介
I am a 4th year PhD student at Duke University, advised by Katherine A. Heller. I have been a visiting student researcher at UC Berkeley with Michael I. Jordan since August 2018. I have also been a student researcher at Google Brain since January 2019.
I am interested in the design and theoretical analysis of probabilistic inference algorithms. More generally, I strive to better understand uncertainty quantification which I believe is crucial for robust decision making and efficient lifelong learning in a dynamic environment mirroring our physical world.
研究兴趣
论文共 16 篇作者统计合作学者相似作者
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JOURNAL OF MACHINE LEARNING RESEARCH (2022): 42:1-42:63
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Yeming Wen,Ghassen Jerfel,Rafael Muller, Michael W. Dusenberry,Jasper Snoek,Balaji Lakshminarayanan,Dustin Tran
引用50浏览0EI引用
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Neil Band,Tim G. J. Rudner,Qixuan Feng,Angelos Filos,Zachary Nado, Michael W. Dusenberry,Ghassen Jerfel,Dustin Tran,Yarin Gal
neural information processing systems (2021)
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arxiv(2021)
Dusenberry Michael W.,Jerfel Ghassen,Wen Yeming,Ma Yi-an,Snoek Jasper,Heller Katherine,Lakshminarayanan Balaji,Tran Dustin
引用212浏览0EI引用
212
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Michael W. Dusenberry,Dustin Tran,Edward Choi,Jonas Kemp,Jeremy Nixon,Ghassen Jerfel,Katherine A. Heller,Andrew M. Dai
CHIL (2020): 204-213
Yeming Wen,Ghassen Jerfel,Rafael Muller, Michael W Dusenberry,Jasper Snoek,Balaji Lakshminarayanan,Dustin Tran
ICML Workshop on Uncertainty and Robustness in Deep Learning (2020)
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