An Accelerated Communication-Efficient Primal-Dual Optimization Framework for Structured Machine Learning

Chenxin Ma, Martin Jaggi, Frank E. Curtis +2

Distributed optimization algorithms are essential for training machine learning models on very large-scale datasets. However, they often suffer from communication bottlenecks. Conf…