Kaczmarz method

Known as: Kaczmar's algorithm 
The Kaczmarz method or Kaczmarz's algorithm is an iterative algorithm for solving linear equation systems . It was first discovered by the Polish… (More)
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2017
2017
The classical Kaczmarz iteration and its randomized variants are popular tools for fast inversion of linear overdetermined… (More)
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2016
2016
Estimating low-rank positive-semidefinite (PSD) matrices from symmetric rank-one measurements is of great importance in many… (More)
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2015
2015
We study the Kaczmarz methods for solving systems of phaseless equations, i.e., the generalized phase retrieval problem. The… (More)
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2015
2015
Taylor & Francis makes every effort to ensure the accuracy of all the information (the “Content”) contained in the publications… (More)
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Highly Cited
2014
Highly Cited
2014
We obtain an improved finite-sample guarantee on the linear convergence of stochastic gradient descent for smooth and strongly… (More)
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Highly Cited
2013
Highly Cited
2013
We present a randomized iterative algorithm that exponentially converges in expectation to the minimum Euclidean norm least… (More)
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Highly Cited
2012
Highly Cited
2012
The block Kaczmarz method is an iterative scheme for solving overdetermined least-squares problems. At each step, the algorithm… (More)
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Highly Cited
2009
Highly Cited
2009
The Kaczmarz method is an iterative algorithm for solving systems of linear equations Ax = b. Theoretical convergence rates for… (More)
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2009
2009
In this short note we respond to some concerns raised by Y. Censor, G. Herman, and M. Jiang about the randomized Kaczmarz method… (More)
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Highly Cited
2007
Highly Cited
2007
The Kaczmarz method for solving linear systems of equations is an iterative algorithm that has found many applications ranging… (More)
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