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All publications by Peter Richtarik
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Adding vs. Averaging in Distributed Primal-Dual Optimization
Chenxin Ma, Virginia Smith, Martin Jaggi, Michael Jordan, Peter Richtarik and Martin Takac
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Stochastic Dual Coordinate Ascent with Adaptive Probabilities
Dominik Csiba, Zheng Qu and Peter Richtarik
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling
Zheng Qu, Peter Richtarik and Tong Zhang
Advances in Neural Information Processing Systems 28, 2015


Mini-Batch Primal and Dual Methods for SVMs
Martin Takac, Avleen Bijral, Peter Richtarik and Nati Srebro
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013