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eess.SY2014★ 38 cited
On the Randomized Kaczmarz Algorithm
Liang Dai, Mojtaba Soltanalian, Kristiaan Pelckmans
The Randomized Kaczmarz Algorithm is a randomized method which aims at solving a consistent system of over determined linear equations. This note discusses how to find an optimized…
eess.SY2014
Sparse Estimation From Noisy Observations of an Overdetermined Linear System
Liang Dai, Kristiaan Pelckmans
This note studies a method for the efficient estimation of a finite number of unknown parameters from linear equations, which are perturbed by Gaussian noise. In case the unknown p…
eess.SY2012
On the Nuclear Norm heuristic for a Hankel matrix Recovery Problem
Liang Dai, Kristiaan Pelckmans
This note addresses the question if and why the nuclear norm heuristic can recover an impulse response generated by a stable single-real-pole system, if elements of the upper-trian…