ABDF Integratable Machine Learning Algorithms-MapReduce Implementation

Author:

Sreeveni U.B. Unmesha,Sathyadevan Shiju

Publisher

Elsevier BV

Subject

General Engineering

Reference10 articles.

1. Amrita BigDataFramework,Abigdata analytics framework,available at www.abdf.in.

2. Tom White.Hadoop: The definitive guide. O’Reilly Media,Inc., 2012.

3. K.L. Clarkson, E. Hazan, and D.P. Woodruff. Sublinear optimization for machine learning. In Proceedings of the 2010 IEEE 51st Annual Symposium on Foundations of Computer Science , pages 449-457. IEEE Computer Society, 2010.

4. E. Hazan, T. Koren, and N. Srebro. Beating sgd: Learning svms in sublinear time. In Advances in Neural Information Processing Systems , 2011.

5. A. Cotter, S. Shalev-Shwartz, and N. Srebro. The kernelized stochastic batch perceptron.Arxiv preprint arXiv:1204.0566,2012.

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