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个人简介
I work on machine learning by probabilistic methods and reasoning in uncertainty. In this area, it is particularly important to develop computationally aware methods and theories. In this sense, my research is at the frontier between the sciences of computing and statistics. I am particularly interested in combinatorics, algorithms and optimization, on the computing side, and in solving data analysis problems with many variables and combinatorial structure.
研究兴趣
论文共 118 篇作者统计合作学者相似作者
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Wiley A. Dunlap-Shohl,Yuhuan Meng,Preetham P. Sunkari, David A. C. Beck,Marina Meila,Hugh W. Hillhouse
JOURNAL OF MATERIALS CHEMISTRY Ano. 16 (2024): 9730-9746
ArXiv (2023)
NETWORK NEUROSCIENCEno. 4 (2023): 1497-1512
2023 IEEE 50TH PHOTOVOLTAIC SPECIALISTS CONFERENCE, PVSCno. 4 (2023): 1688-1696
CoRR (2023)
Timothy D Siegler,Wiley A Dunlap-Shohl,Yuhuan Meng,Yuhang Yang,Wylie F Kau, Preetham P Sunkari, Chang En Tsai, Zachary J Armstrong, Yu-Chia Chen,David A C Beck,Marina Meilă,Hugh W Hillhouse
JOURNAL OF COMPUTATIONAL PHYSICS (2022): 112072-112072
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