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eess.SP2023
Lp Quasi-norm Minimization: Algorithm and Applications
Omar M. Sleem, M. E. Ashour, N. S. Aybat +1
Sparsity finds applications in areas as diverse as statistics, machine learning, and signal processing. Computations over sparse structures are less complex compared to their dense…
eess.SP2019
Identification of Markov Jump Autoregressive Processes from Large Noisy Data Sets
Sarah Hojjatinia, Constantino M. Lagoa
This paper introduces a novel methodology for the identification of switching dynamics for switched autoregressive linear models. Switching behavior is assumed to follow a Markov m…