Mehryar Mohri

Professor Of Computer Science

1993 …2019
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Transducers Engineering & Materials Science
Weighted Automata Mathematics
Transducer Mathematics
Speech recognition Engineering & Materials Science
Learning algorithms Engineering & Materials Science
Automata Mathematics
Experiments Engineering & Materials Science
Finite automata Engineering & Materials Science

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Research Output 1993 2019

Relative deviation learning bounds and generalization with unbounded loss functions

Cortes, C., Greenberg, S. & Mohri, M., Jan 1 2019, (Accepted/In press) In : Annals of Mathematics and Artificial Intelligence.

Research output: Contribution to journalArticle

Loss Function
Deviation
Weighting
Moment
Learning

Algorithms and theory for multiple-source adaptation

Hoffman, J., Mohri, M. & Zhang, N., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 8246-8256 11 p.

Research output: Contribution to journalConference article

Entropy
Experiments

Competing with automata-based expert sequences

Mohri, M. & Yang, S., Jan 1 2018, p. 1732-1740. 9 p.

Research output: Contribution to conferencePaper

Automata
Efficient Algorithms
Weighted Automata
N-gram
Regret

Efficient gradient computation for structured output learning with rational and tropical losses

Cortes, C., Kuznetsov, V., Mohri, M., Storcheus, D. & Yang, S., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6810-6821 12 p.

Research output: Contribution to journalConference article

Rational functions
Learning algorithms
Entropy
Neural networks
Processing

Online Learning with Abstention

Cortes, C., Desalvo, G., Gentile, C., Mohri, M. & Yang, S., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), p. 1726-1734 9 p. (35th International Conference on Machine Learning, ICML 2018; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feedback
Costs
Experiments