Afshin Rostamizadeh, Ph.D.

Affiliations: 
2010 Computer Science New York University, New York, NY, United States 
Area:
Computer Science, Artificial Intelligence
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"Afshin Rostamizadeh"

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Mehryar Mohri grad student 2010 NYU
 (Theoretical foundations and algorithms for learning with multiple kernels.)
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Publications

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Cortes C, Mohri M, Rostamizadeh A. (2013) Multi-class classification with maximum margin multiple kernel 30th International Conference On Machine Learning, Icml 2013. 1083-1091
Cortes C, Mohri M, Rostamizadeh A. (2012) Algorithms for learning kernels based on centered alignment Journal of Machine Learning Research. 13: 795-828
Cortes C, Mohri M, Rostamizadeh A. (2011) Ensembles of kernel predictors Proceedings of the 27th Conference On Uncertainty in Artificial Intelligence, Uai 2011. 145-152
Mohri M, Rostamizadeh A. (2010) Stability bounds for stationary φ-mixing and β-mixing processes Journal of Machine Learning Research. 11: 789-814
Cortes C, Mohri M, Rostamizadeh A. (2010) Generalization bounds for learning kernels Icml 2010 - Proceedings, 27th International Conference On Machine Learning. 247-254
Cortes C, Mohri M, Rostamizadeh A. (2010) Two-stage learning kernel algorithms Icml 2010 - Proceedings, 27th International Conference On Machine Learning. 239-246
Mohri M, Rostamizadeh A. (2009) Stability bounds for Non-i.i.d. processes Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference
Mohri M, Rostamizadeh A. (2009) Rademacher complexity bounds for non-i.i.d. processes Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 1097-1104
Cortes C, Mohri M, Rostamizadeh A. (2009) L 2 regularization for learning kernels Proceedings of the 25th Conference On Uncertainty in Artificial Intelligence, Uai 2009. 109-116
Mansour Y, Mohri M, Rostamizadeh A. (2009) Domain adaptation: Learning bounds and algorithms Colt 2009 - the 22nd Conference On Learning Theory
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