Communication-Efficient Distributed Dual Coordinate Ascent

Martin Jaggi, Virginia Smith, Martin Takáč +4

Communication remains the most significant bottleneck in the performance of distributed optimization algorithms for large-scale machine learning. In this paper, we propose a commun…