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All publications by Ali Jalali
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Clustering using Max-norm Constrained Optimization
Ali Jalali and Nathan Srebro
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Learning the Dependence Graph of Time Series with Latent Factors
Ali Jalali and Sujay Sanghavi
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Hybrid Batch Bayesian Optimization
Javad Azimi, Ali Jalali and Xiaoli Zhang-fern
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods
Christopher C. Johnson, Ali Jalali and Pradeep D. Ravikumar
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


On Learning Discrete Graphical Models using Greedy Methods
Ali Jalali, Christopher C. Johnson and Pradeep K. Ravikumar
Advances in Neural Information Processing Systems 24, 2011


Clustering Partially Observed Graphs via Convex Optimization
Ali Jalali, Yudong Chen, Sujay Sanghavi and Huan Xu
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


On Learning Discrete Graphical Models using Group-Sparse Regularization
Ali Jalali, Pradeep D. Ravikumar, Vishvas Vasuki and Sujay Sanghavi
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


A Dirty Model for Multi-task Learning
Ali Jalali, Sujay Sanghavi, Chao Ruan and Pradeep K. Ravikumar
Advances in Neural Information Processing Systems 23, 2010