基本信息
浏览量:177
职业迁徙
个人简介
Research Interests
I am interested in probability theory and its applications to problems from statistics, combinatorics, statistical physics and computer science. So far I have done research on
1. sparse random graphs, studying the spectral properties of random regular graphs and Erdős–Rényi graphs.
2. interacting particle systems, e.g. discrete log gas, nonintersecting random walks and tilings, proving the universality of their asymptotic behaviors.
3. statistical learning, investigating optimization and generalization properties.
4. posterior sampling for Bayesian inference and uncertainty quantification of large-scale inverse problems.
I am interested in probability theory and its applications to problems from statistics, combinatorics, statistical physics and computer science. So far I have done research on
1. sparse random graphs, studying the spectral properties of random regular graphs and Erdős–Rényi graphs.
2. interacting particle systems, e.g. discrete log gas, nonintersecting random walks and tilings, proving the universality of their asymptotic behaviors.
3. statistical learning, investigating optimization and generalization properties.
4. posterior sampling for Bayesian inference and uncertainty quantification of large-scale inverse problems.
研究兴趣
论文共 64 篇作者统计合作学者相似作者
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arxiv(2024)
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Probability Theory and Related Fieldsno. 1-2 (2024): 337-485
COMMUNICATIONS ON PURE AND APPLIED MATHEMATICSno. 3 (2024): 1635-1723
CoRR (2024)
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arXiv (Cornell University) (2024)
Probability Theory and Related Fieldspp.1-66, (2024)
arXiv (Cornell University) (2023)
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作者统计
#Papers: 65
#Citation: 809
H-Index: 17
G-Index: 28
Sociability: 4
Diversity: 2
Activity: 50
合作学者
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