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COLA: Decentralized Linear Learning

Oct 29, 2018
Lie He, An Bian, Martin Jaggi

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A Distributed Second-Order Algorithm You Can Trust

Jun 20, 2018
Celestine Dünner, Aurelien Lucchi, Matilde Gargiani, An Bian, Thomas Hofmann, Martin Jaggi

* appearing at ICML 2018 - Proceedings of the 35th International Conference on Machine Learning, Stockholm, Schweden, PMLR 80, 2018 

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Optimal DR-Submodular Maximization and Applications to Provable Mean Field Inference

May 19, 2018
An Bian, Joachim M. Buhmann, Andreas Krause

* 19 pages 

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Continuous DR-submodular Maximization: Structure and Algorithms

Dec 16, 2017
An Bian, Kfir Y. Levy, Andreas Krause, Joachim M. Buhmann

* Appeared in NIPS 2017 

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Parallel Coordinate Descent Newton Method for Efficient $\ell_1$-Regularized Minimization

Dec 07, 2017
An Bian, Xiong Li, Yuncai Liu, Ming-Hsuan Yang

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