Graphical Model Inference with Erosely Measured Data

Article Properties
  • Language
    English
  • Publication Date
    2023/09/12
  • Indian UGC (journal)
  • Refrences
    51
  • Lili Zheng Department of Electrical and Computer Engineering, Rice University, Houston, TX
  • Genevera I. Allen Department of Electrical and Computer Engineering, Rice University, Houston, TXDepartment of Computer Science, Rice University, Houston, TXDepartment of Statistics, Rice University, Houston, TXDepartment of Pediatrics-Neurology, Baylor College of Medicine, Houston, TXJan and Dan Duncan Neurological Research Institute, Texas Children’s Hospital
Refrences
Title Journal Journal Categories Citations Publication Date
A Constrainedℓ1Minimization Approach to Sparse Precision Matrix Estimation Journal of the American Statistical Association
  • Science: Mathematics: Probabilities. Mathematical statistics
  • Science: Mathematics
497 2011
“High-Dimensional Covariance Estimation by Minimizing l1-Penalized Log-Determinant Divergence,” 2011
10.1109/ICASSP43922.2022.9746583 2022
“Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching,” Journal of Machine Learning Research
  • Technology: Mechanical engineering and machinery
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
2020
10.1109/ISIT.2019.8849299 2019