Следене
Mehryar Mohri
Mehryar Mohri
Head, ML Theory, Google Research; Professor, Courant Institute of Mathematical Sciences.
Потвърден имейл адрес: google.com - Начална страница
Заглавие
Позовавания
Позовавания
Година
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
71172021
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
33062020
Finite-state transducers in language and speech processing
M Mohri
Computational linguistics 23 (2), 269-311, 1997
14601997
Weighted finite-state transducers in speech recognition
M Mohri, F Pereira, M Riley
Computer Speech & Language 16 (1), 69-88, 2002
14532002
Agnostic federated learning
M Mohri, G Sivek, AT Suresh
International conference on machine learning, 4615-4625, 2019
11072019
Domain adaptation: Learning bounds and algorithms
Y Mansour, M Mohri, A Rostamizadeh
arXiv preprint arXiv:0902.3430, 2009
9512009
AUC optimization vs. error rate minimization
C Cortes, M Mohri
Advances in neural information processing systems 16, 2003
8462003
Multi-armed bandit algorithms and empirical evaluation
J Vermorel, M Mohri
European conference on machine learning, 437-448, 2005
8392005
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
6972020
L2 regularization for learning kernels
C Cortes, M Mohri, A Rostamizadeh
arXiv preprint arXiv:1205.2653, 2012
6762012
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
6602012
Domain adaptation with multiple sources
Y Mansour, M Mohri, A Rostamizadeh
Advances in neural information processing systems 21, 2008
6492008
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
4752012
Learning bounds for importance weighting
C Cortes, Y Mansour, M Mohri
Advances in neural information processing systems 23, 2010
4412010
Sample selection bias correction theory
C Cortes, M Mohri, M Riley, A Rostamizadeh
International conference on algorithmic learning theory, 38-53, 2008
4412008
Semiring frameworks and algorithms for shortest-distance problems
M Mohri
Journal of Automata, Languages and Combinatorics 7 (3), 321-350, 2002
4382002
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
4122021
Cross-entropy loss functions: Theoretical analysis and applications
A Mao, M Mohri, Y Zhong
International conference on Machine learning, 23803-23828, 2023
4082023
Системата не може да изпълни операцията сега. Опитайте отново по-късно.
Статии 1–20