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All publications by Mehrdad Mahdavi
authors venues years



Smooth and Strong: MAP Inference with Linear Convergence
Ofer Meshi, Mehrdad Mahdavi and Alex Schwing
Advances in Neural Information Processing Systems 28, 2015


Stochastic Convex Optimization with Multiple Objectives
Mehrdad Mahdavi, Tianbao Yang and Rong Jin
Advances in Neural Information Processing Systems 26, 2013


Mixed Optimization for Smooth Functions
Mehrdad Mahdavi, Lijun Zhang and Rong Jin
Advances in Neural Information Processing Systems 26, 2013


Linear Convergence with Condition Number Independent Access of Full Gradients
Lijun Zhang, Mehrdad Mahdavi and Rong Jin
Advances in Neural Information Processing Systems 26, 2013


Stochastic Gradient Descent with Only One Projection
Mehrdad Mahdavi, Tianbao Yang, Rong Jin, Shenghuo Zhu and Jinfeng Yi
Advances in Neural Information Processing Systems 25, 2012


"Nystr{\""o}m Method vs Random Fourier Features: A Theoretical and Empirical Comparison"
Tianbao Yang, Yu-feng Li, Mehrdad Mahdavi, Rong Jin and Zhi-hua Zhou
Advances in Neural Information Processing Systems 25, 2012


Multiple Kernel Learning from Noisy Labels by Stochastic Programming
Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Lijun Zhang and Yang Zhou
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012