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Articles 1–20. Associate Professor, University of California at Davis - Cited by 11,762 - statistics - optimization.
Xiaodong Li is a researcher in high-dimensional statistics and learning, with a focus on optimization and statistics. He is an associate professor in the statistics department of UC Davis, and has advised several Ph.D. students and postdocs.
Forrest Li Xiaodong (born 1977 or 1978) is a Chinese Singaporean billionaire businessman. He is the founder, chairman and chief executive officer of Sea Limited, a company with subsidiaries including Garena and Shopee. [3] He is also the chairman of Lion City Sailors FC, which is owned by Sea.
Xiaodong Li. WORK ADDRESS. 4232 Mathematical Scineces Davis, CA, 95616. CONTACT INFORMATION. (650) 223-1084 xdgli@ucdavis.edu http://www.stat.ucdavis.edu/ xdgli/ ACADEMIC APPOINTMENTS. Assistant Professor: Department of Statistics, UC Davis, 2015 { Present. WORKING EXPERIENCE.
- High-Dimensional Statistics and Learning
- Community Detection and Clustering Analysis
- Matrix Completion and Robust PCA
- Phase Retrieval and Blind Deconvolution
Misspecification Analysis of High-Dimensional Random Effects Models for Estimation of Signal-to-Noise Ratios [PDF] Xiaohan Hu and Xiaodong Li Learning Linear Polytree Structural Equation Models [PDF] Xingmei Lou, Yu Hu, and Xiaodong Li Subspace Perspective on Canonical Correlation Analysis: Dimension Reduction and Minimax Rates [PDF][Supplement] Zh...
Consistency of Spectral Clustering on Hierarchical Stochastic Block Models [PDF] Lihua Lei, Xiaodong Li, and Xingmei Lou Convex Relaxation Methods for Community Detection [PDF] Xiaodong Li, Yudong Chen, and Jiaming Xu Statistical Science 36(1), 2-15, 2021. When Do Birds of a Feather Flock Together? K-Means, Proximity, and Conic Programming [PDF] Xi...
Nonconvex Matrix Completion with Linearly Parameterized Factors [PDF] Ji Chen, Xiaodong Li, and Zongming Ma Nonconvex Rectangular Matrix Completion via Gradient Descent without Regularization [PDF] Ji Chen, Dekai Liu, and Xiaodong Li IEEE Transactions on Information Theory 66(9), 5806-5841, 2020. Model-free Nonconvex Matrix Completion: Local Minima...
Rapid, Robust, and Reliable Blind Deconvolution via Nonconvex Optimization [PDF] Xiaodong Li, Shuyang Ling, Thomas Strohmer, and Ke Wei Applied and Computational Harmonic Analysis 47(3), 893-934, 2019. Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger Flow [PDF] T. Tony Cai, Xiaodong Li, and Zongming Ma Annals ...
Xiaodong Li, IEEE Fellow. Professor, School of Computing Technologies, RMIT University, Melbourne. Verified email at rmit.edu.au - Homepage. Artificial Intelligence Machine Learning Evolutionary Computation Large-Scale Optimization Swarm Intelligence.
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Xiaodong Li is a researcher and educator in artificial intelligence, machine learning, evolutionary computation, and swarm intelligence. He is an IEEE Fellow, an ARC College of Experts, and the General Chair for GECCO2024.
