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MLlib: Machine Learning in Apache Spark


May 26, 2015
Xiangrui Meng, Joseph Bradley, Burak Yavuz, Evan Sparks, Shivaram Venkataraman, Davies Liu, Jeremy Freeman, DB Tsai, Manish Amde, Sean Owen, Doris Xin, Reynold Xin, Michael J. Franklin, Reza Zadeh, Matei Zaharia, Ameet Talwalkar


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Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence


May 06, 2015
Nihar B. Shah, Sivaraman Balakrishnan, Joseph Bradley, Abhay Parekh, Kannan Ramchandran, Martin J. Wainwright

* 39 pages, 5 figures. Significant extension of arXiv:1406.6618 

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When is it Better to Compare than to Score?


Jun 25, 2014
Nihar B. Shah, Sivaraman Balakrishnan, Joseph Bradley, Abhay Parekh, Kannan Ramchandran, Martin Wainwright


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