7 citations · 8 across the 3 of their papers we have counts for
3 papers
eess.SP2024★ 1 cited
Source Enumeration using the Distribution of Angles: A Robust and Parameter-Free Approach
Gokularam Muthukrishnan, Siva Shanmugam, Sheetal Kalyani
Source enumeration, the task of estimating the number of sources from the signal received by the array of antennas, is a critical problem in array signal processing. Numerous metho…
quant-ph2022★ 7 cited
Unrolling SVT to obtain computationally efficient SVT for n-qubit quantum state tomography
Siva Shanmugam, Sheetal Kalyani
Quantum state tomography aims to estimate the state of a quantum mechanical system which is described by a trace one, Hermitian positive semidefinite complex matrix, given a set of…
cs.LG2021
Deep learned SVT: Unrolling singular value thresholding to obtain better MSE
Siva Shanmugam, Sheetal Kalyani
Affine rank minimization problem is the generalized version of low rank matrix completion problem where linear combinations of the entries of a low rank matrix are observed and the…