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Kengo Kato, Solving l₁ Regularization Problems With Piecewise Linear Losses, Journal of Computational and Graphical Statistics, Vol. 19, No. 4 (December 2010), pp. 1024-1040 ...
The most famous quantum linear system solving algorithm is the Harrow-Hassidim-Lloyd (HHL) algorithm, which accelerates the solution of linear systems through quantum superposition and interference.
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