Distributed Machine Learning

Author:

Liu Tie-Yan1,Chen Wei1,Wang Taifeng1

Affiliation:

1. Microsoft Research, Beijing, China

Publisher

ACM Press

Reference35 articles.

1. Ghoting Amol, et al. SystemML: Declarative machine learning on MapReduce. ICDE 2011.

2. Martín Abadi, et al. Tensorflow: Large-scale machine learning on heterogeneous distributed systems. arXiv:1603.04467 (2016).

3. Olivier Bousquet and Leon Bottou. The tradeoffs of large scale learning. NIPS 2008.

4. Stephen Boyd, et al. Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends in Machine Learning, 2011.

5. Jianmin Chen, Rajat Monga, Samy Bengio, and Rafal Jozefowicz. Revisiting distributed synchronous SGD. arXiv:1604.00981 (2016).

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