Mathematics – Statistics Theory
Scientist
Mathematics
Statistics Theory
Scientist
Academia Sinica
Laboratory of Lightning and Thunderstorm, Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou Gansu, China
A General Framework of Dual Certificate Analysis for Structured Sparse Recovery Problems
A General Theory of Concave Regularization for High Dimensional Sparse Estimation Problems
A Proximal-Gradient Homotopy Method for the Sparse Least-Squares Problem
A Spectral Algorithm for Learning Hidden Markov Models
A tail inequality for quadratic forms of subgaussian random vectors
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