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Mehryar Mohri

Professor Of Computer Science

    1993 …2019
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    Fingerprint Weighted list of dominant concepts in the researcher's publications (titles and abstracts).

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    Research Output 1993 2019

    Adaptation based on generalized discrepancy

    Cortes, C., Mohri, M. & Medina, A. M., Jan 1 2019, In : Journal of Machine Learning Research. 20, p. 1-30 30 p.

    Research output: Contribution to journalArticle

    Discrepancy
    Convex optimization
    Training Samples
    Convex Optimization
    Theoretical Analysis

    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