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All publications by John C. Duchi
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Asynchronous stochastic convex optimization: the noise is in the noise and SGD don\textquotesingle t care
Sorathan Chaturapruek, John C. Duchi and Christopher RĂ©
Advances in Neural Information Processing Systems 28, 2015


Communication-Efficient Algorithms for Statistical Optimization
Yuchen Zhang, Martin J. Wainwright and John C. Duchi
Advances in Neural Information Processing Systems 25, 2012


Finite Sample Convergence Rates of Zero-Order Stochastic Optimization Methods
Andre Wibisono, Martin J. Wainwright, Michael I. Jordan and John C. Duchi
Advances in Neural Information Processing Systems 25, 2012


Privacy Aware Learning
Martin J. Wainwright, Michael I. Jordan and John C. Duchi
Advances in Neural Information Processing Systems 25, 2012


Distributed Delayed Stochastic Optimization
Alekh Agarwal and John C. Duchi
Advances in Neural Information Processing Systems 24, 2011


On the Consistency of Ranking Algorithms
John C. Duchi, Lester W. Mackey and Michael I. Jordan
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Distributed Dual Averaging In Networks
Alekh Agarwal, Martin J. Wainwright and John C. Duchi
Advances in Neural Information Processing Systems 23, 2010


Efficient Online and Batch Learning Using Forward Backward Splitting
John C. Duchi and Yoram Singer
Journal of Machine Learning Research, 2009


Boosting with structural sparsity
John C. Duchi and Yoram Singer
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Efficient Learning using Forward-Backward Splitting
Yoram Singer and John C. Duchi
Advances in Neural Information Processing Systems 22, 2009


Efficient projections onto the {\it l}$_{\mbox{1}}$-ball for learning in high dimensions
John C. Duchi, Shai Shalev-shwartz, Yoram Singer and Tushar Chandra
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Using Combinatorial Optimization within Max-Product Belief Propagation
Daniel Tarlow, Gal Elidan, Daphne Koller and John C. Duchi
Advances in Neural Information Processing Systems 19, 2006