research
∙
08/28/2023
Distributed Dual Coordinate Ascent with Imbalanced Data on a General Tree Network
In this paper, we investigate the impact of imbalanced data on the conve...
share
research
∙
01/31/2023
Low-rank LQR Optimal Control Design over Wireless Communication Networks
This paper considers a LQR optimal control design problem for distribute...
research
∙
12/06/2022
Deep Neural Networks Based on Iterative Thresholding and Projection Algorithms for Sparse LQR Control Design
In this paper, we consider an LQR design problem for distributed control...
research
∙
08/05/2020
Optimal Pooling Matrix Design for Group Testing with Dilution (Row Degree) Constraints
In this paper, we consider the problem of designing optimal pooling matr...
research
∙
07/29/2020
Error Correction Codes for COVID-19 Virus and Antibody Testing: Using Pooled Testing to Increase Test Reliability
We consider a novel method to increase the reliability of COVID-19 virus...
research
∙
12/02/2013
Precise Semidefinite Programming Formulation of Atomic Norm Minimization for Recovering d-Dimensional (d≥ 2) Off-the-Grid Frequencies
Recent research in off-the-grid compressed sensing (CS) has demonstrated...
research
∙
07/17/2013
Universally Elevating the Phase Transition Performance of Compressed Sensing: Non-Isometric Matrices are Not Necessarily Bad Matrices
In compressed sensing problems, ℓ_1 minimization or Basis Pursuit was kn...
research
∙
06/11/2013