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A Quasi-Newton Approach to Nonsmooth Convex Optimization
Published on 2008-08-296473 Views
We extend the well-known BFGS quasi-Newton method and its limited-memory variant (LBFGS) to the optimization of nonsmooth convex objectives. This is done in a rigorous fashion by generalizing three co