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个人简介
Yangyang Xu received the B.S. degree in computational mathematics from Nanjing University, Nanjing, China, in 2007, the M.S. degree in operations research from the Chinese Academy of Sciences, Beijing, China, in 2010, and the Ph.D. degree from the Department of Computational and Applied Mathematics, Rice University, Houston, TX, USA, in 2014. He is currently a tenure-track Assistant Professor with the Department of Mathematical Sciences, Rensselaer Polytechnic Institute. He has developed optimization algorithms for compressed sensing, matrix completion, and tensor factorization and learning. His research interests include optimization theory and methods and their applications, such as machine learning, statistics, signal processing, first-order methods, stochastic optimization methods, and decentralized optimization. His research has been supported by NSF, ONR, and IBM. He was the recipient of the gold medal in the 2017 International Consortium of Chinese Mathematicians. He is also the Associate Editor for Mathematics of Operations Research.
研究兴趣
论文共 83 篇作者统计合作学者相似作者
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AAAI 2024no. 18 (2024): 20865-20873
SIAM JOURNAL ON OPTIMIZATIONno. 1 (2024): 1006-1044
CoRR (2023)
COMPUTATIONAL OPTIMIZATION AND APPLICATIONSno. 1 (2023): 117-147
SIAM J. Optim.no. 1 (2023): 1-35
AAAI 2023no. 7 (2023): 9055-9063
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