متابعة
Mehryar Mohri
Mehryar Mohri
Head, ML Theory, Google Research; Professor, Courant Institute of Mathematical Sciences.
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Advances and open problems in federated learning‏
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...‏
Foundations and trends® in machine learning 14 (1–2), 1-210, 2021‏
72162021
Scaffold: Stochastic controlled averaging for federated learning‏
SP Karimireddy, S Kale, M Mohri, S Reddi, S Stich, AT Suresh‏
International conference on machine learning, 5132-5143, 2020‏
33762020
Finite-state transducers in language and speech processing‏
M Mohri‏
Computational linguistics 23 (2), 269-311, 1997‏
14611997
Weighted finite-state transducers in speech recognition‏
M Mohri, F Pereira, M Riley‏
Computer Speech & Language 16 (1), 69-88, 2002‏
14542002
Agnostic federated learning‏
M Mohri, G Sivek, AT Suresh‏
International conference on machine learning, 4615-4625, 2019‏
11162019
Domain adaptation: Learning bounds and algorithms‏
Y Mansour, M Mohri, A Rostamizadeh‏
arXiv preprint arXiv:0902.3430, 2009‏
9552009
AUC optimization vs. error rate minimization‏
C Cortes, M Mohri‏
Advances in neural information processing systems 16, 2003‏
8492003
Multi-armed bandit algorithms and empirical evaluation‏
J Vermorel, M Mohri‏
European conference on machine learning, 437-448, 2005‏
8402005
OpenFst: A General and Efficient Weighted Finite-State Transducer Library: (Extended Abstract of an Invited Talk)‏
C Allauzen, M Riley, J Schalkwyk, W Skut, M Mohri‏
Implementation and Application of Automata: 12th International Conference …, 2007‏
8272007
Three approaches for personalization with applications to federated learning‏
Y Mansour, M Mohri, J Ro, AT Suresh‏
arXiv preprint arXiv:2002.10619, 2020‏
7062020
L2 regularization for learning kernels‏
C Cortes, M Mohri, A Rostamizadeh‏
arXiv preprint arXiv:1205.2653, 2012‏
6792012
Algorithms for learning kernels based on centered alignment‏
C Cortes, M Mohri, A Rostamizadeh‏
The Journal of Machine Learning Research 13 (1), 795-828, 2012‏
6622012
Domain adaptation with multiple sources‏
Y Mansour, M Mohri, A Rostamizadeh‏
Advances in neural information processing systems 21, 2008‏
6522008
Speech recognition with weighted finite-state transducers‏
M Mohri, F Pereira, M Riley‏
Springer Handbook of Speech Processing, 559-584, 2008‏
4792008
Sampling methods for the Nyström method‏
S Kumar, M Mohri, A Talwalkar‏
The Journal of Machine Learning Research 13 (1), 981-1006, 2012‏
4772012
Sample selection bias correction theory‏
C Cortes, M Mohri, M Riley, A Rostamizadeh‏
International conference on algorithmic learning theory, 38-53, 2008‏
4462008
Learning bounds for importance weighting‏
C Cortes, Y Mansour, M Mohri‏
Advances in neural information processing systems 23, 2010‏
4442010
Semiring frameworks and algorithms for shortest-distance problems‏
M Mohri‏
Journal of Automata, Languages and Combinatorics 7 (3), 321-350, 2002‏
4382002
Cross-entropy loss functions: Theoretical analysis and applications‏
A Mao, M Mohri, Y Zhong‏
International conference on Machine learning, 23803-23828, 2023‏
4292023
A field guide to federated optimization‏
J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ...‏
arXiv preprint arXiv:2107.06917, 2021‏
4162021
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مقالات 1–20