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All publications by Ameet Talwalkar
authors venues years



The Big Data Bootstrap
Ariel Kleiner, Ameet Talwalkar, Purnamrita Sarkar and Michael I. Jordan
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Divide-and-Conquer Matrix Factorization
Lester W. Mackey, Michael I. Jordan and Ameet Talwalkar
Advances in Neural Information Processing Systems 24, 2011


Can matrix coherence be efficiently and accurately estimated?
Mehryar Mohri and Ameet Talwalkar
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


On the Impact of Kernel Approximation on Learning Accuracy
Corinna Cortes, Mehryar Mohri and Ameet Talwalkar
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


On sampling-based approximate spectral decomposition
Sanjiv Kumar, Mehryar Mohri and Ameet Talwalkar
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Ensemble Nystrom Method
Sanjiv Kumar, Mehryar Mohri and Ameet Talwalkar
Advances in Neural Information Processing Systems 22, 2009


Sampling Techniques for the Nystrom Method
Sanjiv Kumar, Mehryar Mohri and Ameet Talwalkar
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Sequence kernels for predicting protein essentiality
Cyril Allauzen, Mehryar Mohri and Ameet Talwalkar
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008