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Composite Objective Optimization and Learning for Massive Datasets
(Georgia Institute of Technology, 2010-09-03)
Composite objective optimization is concerned with the problem of minimizing a two-term objective function which consists of an empirical loss function and a regularization function. Application with massive datasets often ...