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Afshin Rostamizadeh
Afshin Rostamizadeh
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Title
Cited by
Cited by
Year
Foundations of machine learning
M Mohri, A Rostamizadeh, A Talwalkar
MIT press, 2018
63232018
Hyperband: Bandit-based configuration evaluation for hyperparameter optimization
L Li, K Jamieson, G DeSalvo, A Rostamizadeh, A Talwalkar
Proc. of ICLR 17, 2017
2812*2017
Domain adaptation: Learning bounds and algorithms
Y Mansour, M Mohri, A Rostamizadeh
The 22nd Annual Conference on Learning Theory (COLT 2009), 2009
8572009
Domain adaptation with multiple sources
Y Mansour, M Mohri, A Rostamizadeh
Advances in neural information processing systems, 1041-1048, 2009
5992009
Algorithms for learning kernels based on centered alignment
C Cortes, M Mohri, A Rostamizadeh
Journal of Machine Learning Research 13 (Mar), 795-828, 2012
5932012
L 2 regularization for learning kernels
C Cortes, M Mohri, A Rostamizadeh
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009
5732009
Sample selection bias correction theory
C Cortes, M Mohri, M Riley, A Rostamizadeh
Algorithmic Learning Theory, 38-53, 2008
4132008
A system for massively parallel hyperparameter tuning
L Li, KG Jamieson, A Rostamizadeh, E Gonina, MHJ Ben-Tzur, B Recht, ...
Conference on Machine Learning and Systems, 2020a 1 (1.4), 2018
3822018
Learning non-linear combinations of kernels
C Cortes, M Mohri, A Rostamizadeh
Advances in neural information processing systems, 396-404, 2009
3732009
Two-stage learning kernel algorithms
C Cortes, M Mohri, A Rostamizadeh
Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010
2402010
Rademacher complexity bounds for non-iid processes
M Mohri, A Rostamizadeh
Advances in Neural Information Processing Systems, 1097-1104, 2009
1872009
Stability bounds for stationary φ-mixing and β-mixing processes
M Mohri, A Rostamizadeh
Journal of Machine Learning Research 11 (Feb), 789-814, 2010
1812010
Learning Prices for Repeated Auctions with Strategic Buyers
K Amin, A Rostamizadeh, U Syed
Advances in Neural Information Processing Systems, 2013
1762013
Massively parallel hyperparameter tuning
L Li, K Jamieson, A Rostamizadeh, E Gonina, M Hardt, B Recht, ...
arXiv preprint arXiv:1810.05934, 2018
1742018
Multiple source adaptation and the Rényi divergence
Y Mansour, M Mohri, A Rostamizadeh
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009
1652009
Balancing traffic load in wireless networks with curveball routing
L Popa, A Rostamizadeh, R Karp, C Papadimitriou, I Stoica
Proceedings of the 8th ACM international symposium on Mobile ad hoc …, 2007
1642007
Efficient Hyperparameter Optimization and Infinitely Many Armed Bandits
L Li, K Jamieson, G DeSalvo, A Rostamizadeh, A Talwalkar
arXiv preprint arXiv:1603.06560, 2016
1602016
Generalization bounds for learning kernels
C Cortes, M Mohri, A Rostamizadeh
Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010
1392010
Repeated Contextual Auctions with Strategic Buyers
K Amin, A Rostamizadeh, U Syed
Advances in Neural Information Processing Systems, 622-630, 2014
1352014
Batch Active Learning at Scale
G Citovsky, G DeSalvo, C Gentile, L Karydas, A Rajagopalan, ...
Advances in Neural Information Processing Systems 34, 2021
1232021
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