Sahand N. Negahban, Pradeep Ravikumar, Martin J. Wainwright, Bin Yu, A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers, Statistical Science, Vol. 27, No.

SIAM Journal on Numerical Analysis, Vol. 36, No. 2 (Jan. - Mar., 1999), pp. 475-490 (16 pages) In this paper, we consider the finite-dimensional approximations of Tikhonov regularization for nonlinear ...

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