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SAFFRON: an adaptive algorithm for online control of the false discovery rate


Feb 25, 2018
Aaditya Ramdas, Tijana Zrnic, Martin Wainwright, Michael Jordan

* 16 pages, 10 figures 

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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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Comunication-Efficient Algorithms for Statistical Optimization


Oct 11, 2013
Yuchen Zhang, John C. Duchi, Martin Wainwright

* 44 pages, to appear in Journal of Machine Learning Research (JMLR) 

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A New Class of Upper Bounds on the Log Partition Function


Dec 12, 2012
Martin Wainwright, Tommi S. Jaakkola, Alan Willsky

* Appears in Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI2002) 

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On the optimality of tree-reweighted max-product message-passing


Jul 04, 2012
Vladimir Kolmogorov, Martin Wainwright

* Appears in Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI2005) 

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Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling


Apr 10, 2011
John Duchi, Alekh Agarwal, Martin Wainwright

* IEEE Transactions on Automatic Control 57(3), pp. 592 - 606. March 2012 
* 40 pages, 4 figures 

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