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John Duchi and Yoram Singer. Efficient Online and Batch Learning using Forward Backward Splitting, Journal of Machine Learning Research (JMLR 2009) and Neural Information Processing Systems (NIPS 2009). [ pdf ]

Hu, Kwok, Pan. Accelerated Gradient Methods for. Stochastic Optimization and Online Learning. NIPS 09 [ pdf ].

Nesterov. Efficiency of coordinate descent methods on huge-scale optimization problems. [ pdf ], [ html ].