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
32582018
Finite-state transducers in language and speech processing
M Mohri
Computational linguistics 23 (2), 269-311, 1997
12851997
Weighted finite-state transducers in speech recognition
M Mohri, F Pereira, M Riley
Computer Speech & Language 16 (1), 69-88, 2002
12272002
Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 2019
7692019
OpenFst: A general and efficient weighted finite-state transducer library
C Allauzen, M Riley, J Schalkwyk, W Skut, M Mohri
International Conference on Implementation and Application of Automata, 11-23, 2007
7122007
AUC optimization vs. error rate minimization
C Cortes, M Mohri
Advances in neural information processing systems 16, 313-320, 2003
6782003
Multi-armed bandit algorithms and empirical evaluation
J Vermorel, M Mohri
European conference on machine learning, 437-448, 2005
5892005
Domain adaptation: Learning bounds and algorithms
Y Mansour, M Mohri, A Rostamizadeh
arXiv preprint arXiv:0902.3430, 2009
4982009
Domain adaptation with multiple sources
Y Mansour, M Mohri, A Rostamizadeh
3962009
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
3662012
Semiring frameworks and algorithms for shortest-distance problems
M Mohri
Journal of Automata, Languages and Combinatorics 7 (3), 321-350, 2002
3562002
Sampling methods for the Nyström method
S Kumar, M Mohri, A Talwalkar
The Journal of Machine Learning Research 13 (1), 981-1006, 2012
3532012
Speech recognition with weighted finite-state transducers
M Mohri, F Pereira, M Riley
Springer handbook of speech processing, 559-584, 2008
3522008
Learning non-linear combinations of kernels
C Cortes, M Mohri, A Rostamizadeh
3342009
Sample selection bias correction theory
C Cortes, M Mohri, M Riley, A Rostamizadeh
International conference on algorithmic learning theory, 38-53, 2008
3042008
Efficient large-scale distributed training of conditional maximum entropy models
G Mann, R McDonald, M Mohri, N Silberman, D Walker IV
2912009
Large Scale SVD and Manifold Learning
A Talwalkar, S Kumar, M Morhri, HA Rowley
288*2013
Weighted automata algorithms
M Mohri
Handbook of weighted automata, 213-254, 2009
2832009
L2 regularization for learning kernels
C Cortes, M Mohri, A Rostamizadeh
arXiv preprint arXiv:1205.2653, 2012
2752012
Method and apparatus for rapid acoustic unit selection from a large speech corpus
MC Beutnagel, M Mohri, MD Riley
US Patent 6,697,780, 2004
2652004
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