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个人简介
Research: My research focus is on addressing inferential and computational issues arising in statistical problems. More precisely, I am working on certain specific problems in: (i) stochastic optimization/sampling, (ii) theory and computation for tensors, (iii) higher-order interaction structure (hypergraph, fractal, geometric and topological) analysis, and (iv) reproducing kernel Hilbert space methods, recently. Some of the above areas are connected together by Stein's identity/method, which plays a key role in my research.
研究兴趣
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BERNOULLIno. 4 (2024): 3029-3058
INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 238 (2024)
SIAM JOURNAL ON OPTIMIZATIONno. 4 (2024): 3314-3341
CoRR (2024)
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JOURNAL OF MACHINE LEARNING RESEARCH (2024): 1-44
NeurIPS 2024 (2024)
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APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS (2024)
Foundations of Computational Mathematics (2024)
Indian Journal of Pure and Applied Mathematicspp.1-15, (2024)
Trans Mach Learn Res (2024)
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