دنبال کردن
Afshin Rostamizadeh
Afshin Rostamizadeh
Google Research
ایمیل تأیید شده در google.com - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Hyperband: Bandit-based configuration evaluation for hyperparameter optimization‏
L Li, K Jamieson, G DeSalvo, A Rostamizadeh, A Talwalkar‏
Proc. of ICLR 17, 2017‏
3349*2017
Domain adaptation: Learning bounds and algorithms‏
Y Mansour, M Mohri, A Rostamizadeh‏
The 22nd Annual Conference on Learning Theory (COLT 2009), 2009‏
9502009
L2 regularization for learning kernels‏
C Cortes, M Mohri, A Rostamizadeh‏
arXiv preprint arXiv:1205.2653, 2012‏
6752012
Algorithms for learning kernels based on centered alignment‏
C Cortes, M Mohri, A Rostamizadeh‏
Journal of Machine Learning Research 13 (Mar), 795-828, 2012‏
6592012
Domain adaptation with multiple sources‏
Y Mansour, M Mohri, A Rostamizadeh‏
Advances in neural information processing systems, 1041-1048, 2009‏
6482009
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
4772018
Sample selection bias correction theory‏
C Cortes, M Mohri, M Riley, A Rostamizadeh‏
Algorithmic Learning Theory, 38-53, 2008‏
4402008
Learning non-linear combinations of kernels‏
C Cortes, M Mohri, A Rostamizadeh‏
Advances in neural information processing systems, 396-404, 2009‏
3762009
Two-stage learning kernel algorithms‏
C Cortes, M Mohri, A Rostamizadeh‏
Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010‏
2462010
Massively parallel hyperparameter tuning‏
L Li, K Jamieson, A Rostamizadeh, E Gonina, M Hardt, B Recht, ...‏
arXiv preprint arXiv:1810.05934, 2018‏
2062018
Rademacher complexity bounds for non-iid processes‏
M Mohri, A Rostamizadeh‏
Advances in Neural Information Processing Systems, 1097-1104, 2009‏
2062009
Stability bounds for stationary φ-mixing and β-mixing processes‏
M Mohri, A Rostamizadeh‏
Journal of Machine Learning Research 11 (Feb), 789-814, 2010‏
1912010
Learning Prices for Repeated Auctions with Strategic Buyers‏
K Amin, A Rostamizadeh, U Syed‏
Advances in Neural Information Processing Systems, 2013‏
1852013
Batch Active Learning at Scale‏
G Citovsky, G DeSalvo, C Gentile, L Karydas, A Rajagopalan, ...‏
Advances in Neural Information Processing Systems 34, 2021‏
1782021
Multiple source adaptation and the Rényi divergence‏
Y Mansour, M Mohri, A Rostamizadeh‏
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009‏
1732009
Efficient Hyperparameter Optimization and Infinitely Many Armed Bandits‏
L Li, K Jamieson, G DeSalvo, A Rostamizadeh, A Talwalkar‏
arXiv preprint arXiv:1603.06560, 2016‏
1682016
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
Repeated Contextual Auctions with Strategic Buyers‏
K Amin, A Rostamizadeh, U Syed‏
Advances in Neural Information Processing Systems, 622-630, 2014‏
1552014
Generalization bounds for learning kernels‏
C Cortes, M Mohri, A Rostamizadeh‏
Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010‏
1422010
Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms‏
M Al-Shedivat, J Gillenwater, E Xing, A Rostamizadeh‏
arXiv preprint arXiv:2010.05273, 2020‏
1362020
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مقاله‌ها 1–20