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A quasi-Newton acceleration for high-dimensional optimization algorithms

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In many statistical problems, maximum likelihood estimation by an EM or MM algorithm suffers from excruciatingly slow convergence. This tendency limits the application of these algorithms to modern high-dimensional problems in data mining, genomics, and imagin... ...