1.9k citations · 2k across the 7 of their papers we have counts for
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cs.DC2015★ 1.9k cited
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
Tianqi Chen, Mu Li, Yutian Li +7
MXNet is a multi-language machine learning (ML) library to ease the development of ML algorithms, especially for deep neural networks. Embedded in the host language, it blends decl…
cs.DC2015★ 9 cited
Graph Partitioning via Parallel Submodular Approximation to Accelerate Distributed Machine Learning
Mu Li, Dave G. Andersen, Alexander J. Smola
Distributed computing excels at processing large scale data, but the communication cost for synchronizing the shared parameters may slow down the overall performance. Fortunately,…