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My research interests are in the design of efficient algorithms, especially for large-scale optimization problems and graph problems that arise broadly in applications from machine learning, data analysis and operations research. My work draws on a broad range of numerical and discrete tools from combinatorics, optimization and graph theory, which leads to not only stronger theoretical guarantees, but also practical improvements for computational challenges arising in practice.
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论文共 29 篇作者统计合作学者相似作者
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CoRR (2024): 3089-3139
WWW 2023pp.3550-3560, (2022)
ArXiv (2021): 540-549
user-5f8411ab4c775e9685ff56d3(2021)
STOC '21: PROCEEDINGS OF THE 53RD ANNUAL ACM SIGACT SYMPOSIUM ON THEORY OF COMPUTING (2021)
MDPs, ell_ -Regression in Nearly Linear Time for Dense Instances,Jan van den Brand,Yin Tat Lee,Yang P. Liu,Thatchaphol Saranurak,Aaron Sidford,Zhao Song,Di Wang
symposium on the theory of computing (2021)
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D-Core
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