Accelerated Parallel Optimization Methods for Large Scale Machine Learning

Haipeng Luo, Patrick Haffner, Jean-Francois Paiement

The growing amount of high dimensional data in different machine learning applications requires more efficient and scalable optimization algorithms. In this work, we consider combi…