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All publications by Ali Rahimi
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Structure Learning for Optimization
Shulin Yang and Ali Rahimi
Advances in Neural Information Processing Systems 24, 2011


Random Conic Pursuit for Semidefinite Programming
Ariel Kleiner, Ali Rahimi and Michael I. Jordan
Advances in Neural Information Processing Systems 23, 2010


Semi-Supervised Learning with Max-Margin Graph Cuts
Branislav Kveton, Michal Valko, Ali Rahimi and Ling Huang
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Similarity-based Classification: Concepts and Algorithms
Yihua Chen, Eric K. Garcia, Maya R. Gupta, Ali Rahimi and Luca Cazzanti
Journal of Machine Learning Research, 2009


Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning
Ali Rahimi and Benjamin Recht
Advances in Neural Information Processing Systems 21, 2008


Random Features for Large-Scale Kernel Machines
Ali Rahimi and Benjamin Recht
Advances in Neural Information Processing Systems 20, 2007


Unsupervised Regression with Applications to Nonlinear System Identification
Ali Rahimi and Ben Recht
Advances in Neural Information Processing Systems 19, 2006


Location Estimation with a Differential Update Network
Ali Rahimi and Trevor Darrell
Advances in Neural Information Processing Systems 15, 2002