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个人简介
Most of my work focuses on the applied mathematics of data, in particular on the theory and practice of what is now called big data, although I was doing it back when it was just massive, and prior to that when it was just large. On the theory side, we develop algorithmic and statistical methods for matrix, graph, regression, optimization, and related problems. On the implementation side, we provide implementations (e.g., on single machine, distributed data system, and supercomputer environments) of a range of matrix, graph, and optimization algorithms. On the applied side, we apply these methods to a range of problems in internet and social media analysis, social networks analysis, as well as genetics, mass spec imaging, astronomy, climate, and a range of other scientific applications.
研究兴趣
论文共 395 篇作者统计合作学者相似作者
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S. Chandra Mouli,Danielle C. Maddix, Shima Alizadeh,Gaurav Gupta, Andrew Stuart,Michael W. Mahoney, Yuyang Wang
arxiv(2024)
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Abdul Fatir Ansari,Lorenzo Stella, Caner Turkmen,Xiyuan Zhang,Pedro Mercado, Huibin Shen,Oleksandr Shchur,Syama Sundar Rangapuram,Sebastian Pineda Arango,Shubham Kapoor, Jasper Zschiegner,Danielle C. Maddix,
arxiv(2024)
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Coleman Hooper,Sehoon Kim, Hiva Mohammadzadeh,Michael W. Mahoney,Yakun Sophia Shao,Kurt Keutzer,Amir Gholami
CoRR (2024)
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arxiv(2024)
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PHYSICA D-NONLINEAR PHENOMENA (2024): 133952-12510
Luis Oala,Manil Maskey, Lilith Bat-Leah,Alicia Parrish,Nezihe Merve Gürel,Tzu-Sheng Kuo,Yang Liu,Rotem Dror, Danilo Brajovic,Xiaozhe Yao,Max Bartolo,William Gaviria Rojas,
CoRR (2023)
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CoRR (2023): 42790-42809
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arXiv (Cornell University) (2023)
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CoRR (2023)
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Sehoon Kim,Coleman Hooper, Thanakul Wattanawong,Minwoo Kang, Ruohan Yan,Hasan Genc, Grace Dinh,Qijing Huang,Kurt Keutzer,Michael W. Mahoney,Yakun Sophia Shao,Amir Gholami
arxiv(2023)
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