Afshin Rostamizadeh
Afshin Rostamizadeh
Google Research
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Foundations of machine learning
M Mohri, A Rostamizadeh, A Talwalkar
MIT press, 2018
24912018
Hyperband: Bandit-based configuration evaluation for hyperparameter optimization
L Li, K Jamieson, G DeSalvo, A Rostamizadeh, A Talwalkar
Proc. of ICLR 17, 2017
580*2017
Domain adaptation: Learning bounds and algorithms
Y Mansour, M Mohri, A Rostamizadeh
The 22nd Annual Conference on Learning Theory (COLT 2009), 2009
4182009
Domain adaptation with multiple sources
Y Mansour, M Mohri, A Rostamizadeh
Advances in neural information processing systems, 1041-1048, 2009
3322009
Algorithms for learning kernels based on centered alignment
C Cortes, M Mohri, A Rostamizadeh
Journal of Machine Learning Research 13 (Mar), 795-828, 2012
3192012
Learning non-linear combinations of kernels
C Cortes, M Mohri, A Rostamizadeh
Advances in neural information processing systems, 396-404, 2009
3142009
Sample selection bias correction theory
C Cortes, M Mohri, M Riley, A Rostamizadeh
Algorithmic Learning Theory, 38-53, 2008
2652008
L 2 regularization for learning kernels
C Cortes, M Mohri, A Rostamizadeh
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009
2192009
Two-stage learning kernel algorithms
C Cortes, M Mohri, A Rostamizadeh
Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010
2032010
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
1482007
Stability bounds for stationary φ-mixing and β-mixing processes
M Mohri, A Rostamizadeh
Journal of Machine Learning Research 11 (Feb), 789-814, 2010
1322010
Generalization bounds for learning kernels
C Cortes, M Mohri, A Rostamizadeh
Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010
1242010
Rademacher complexity bounds for non-iid processes
M Mohri, A Rostamizadeh
Advances in Neural Information Processing Systems, 1097-1104, 2009
1112009
Learning Prices for Repeated Auctions with Strategic Buyers
K Amin, A Rostamizadeh, U Syed
Advances in Neural Information Processing Systems, 2013
1032013
Multiple source adaptation and the Rényi divergence
Y Mansour, M Mohri, A Rostamizadeh
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009
1032009
Efficient Hyperparameter Optimization and Infinitely Many Armed Bandits
L Li, K Jamieson, G DeSalvo, A Rostamizadeh, A Talwalkar
arXiv preprint arXiv:1603.06560, 2016
91*2016
Matrix Coherence and the Nystrom Method
A Talwalkar, A Rostamizadeh
Arxiv preprint arXiv:1004.2008, 2010
85*2010
Repeated Contextual Auctions with Strategic Buyers
K Amin, A Rostamizadeh, U Syed
Advances in Neural Information Processing Systems, 622-630, 2014
692014
Applying WebTables in Practice
S Balakrishnan, A Halevy, B Harb, H Lee, J Madhavan, A Rostamizadeh, ...
Conference on Innovative Data Systems Research, 2015
632015
Massively parallel hyperparameter tuning
L Li, K Jamieson, A Rostamizadeh, E Gonina, M Hardt, B Recht, ...
arXiv preprint arXiv:1810.05934, 2018
552018
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