Journal of Applied Probability, Vol. 43, No. 1 (Mar., 2006), pp. 185-194 (10 pages) Local linear approximations have been the main component in the construction of a class of effective numerical ...
We consider efficient construction of nonlinear solution paths for general l₁-regularization. Unlike the existing methods that incrementally build the solution path through a combination of local ...
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