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Mehryar Mohri
Mehryar Mohri
Head, Learning Theory Team, Google Research; Professor, Courant Institute of Mathematical Sciences.
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Foundations of machine learning
M Mohri, A Rostamizadeh, A Talwalkar
MIT press, 2018
58212018
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
43632021
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
18342020
Finite-state transducers in language and speech processing
M Mohri
Computational linguistics 23 (2), 269-311, 1997
13961997
Weighted finite-state transducers in speech recognition
M Mohri, F Pereira, M Riley
Computer Speech & Language 16 (1), 69-88, 2002
13922002
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
8002007
AUC optimization vs. error rate minimization
C Cortes, M Mohri
Advances in neural information processing systems 16, 2003
7912003
Agnostic federated learning
M Mohri, G Sivek, AT Suresh
International Conference on Machine Learning, 4615-4625, 2019
7902019
Domain adaptation: Learning bounds and algorithms
Y Mansour, M Mohri, A Rostamizadeh
arXiv preprint arXiv:0902.3430, 2009
7822009
Multi-armed bandit algorithms and empirical evaluation
J Vermorel, M Mohri
European conference on machine learning, 437-448, 2005
7602005
Domain adaptation with multiple sources
Y Mansour, M Mohri, A Rostamizadeh
Advances in neural information processing systems 21, 2008
5692008
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
5382012
L2 regularization for learning kernels
C Cortes, M Mohri, A Rostamizadeh
arXiv preprint arXiv:1205.2653, 2012
5102012
Three approaches for personalization with applications to federated learning
Y Mansour, M Mohri, J Ro, AT Suresh
arXiv preprint arXiv:2002.10619, 2020
4582020
Sampling methods for the Nyström method
S Kumar, M Mohri, A Talwalkar
The Journal of Machine Learning Research 13 (1), 981-1006, 2012
4432012
Speech recognition with weighted finite-state transducers
M Mohri, F Pereira, M Riley
Springer Handbook of Speech Processing, 559-584, 2008
4352008
Semiring frameworks and algorithms for shortest-distance problems
M Mohri
Journal of Automata, Languages and Combinatorics 7 (3), 321-350, 2002
4122002
Sample selection bias correction theory
C Cortes, M Mohri, M Riley, A Rostamizadeh
International conference on algorithmic learning theory, 38-53, 2008
3962008
Learning bounds for importance weighting
C Cortes, Y Mansour, M Mohri
Advances in neural information processing systems 23, 2010
3702010
Learning non-linear combinations of kernels
C Cortes, M Mohri, A Rostamizadeh
Advances in neural information processing systems 22, 2009
3702009
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