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Mehryar Mohri

Professor Of Computer Science

    1993 …2020

    Research output per year

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    Research Output

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    Article
    2020

    Discrepancy-Based Theory and Algorithms for Forecasting Non-Stationary Time Series

    Kuznetsov, V. & Mohri, M., Apr 1 2020, In : Annals of Mathematics and Artificial Intelligence. 88, 4, p. 367-399 33 p.

    Research output: Contribution to journalArticle

    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

    Relative deviation learning bounds and generalization with unbounded loss functions

    Cortes, C., Greenberg, S. & Mohri, M., Jan 1 2019, In : Annals of Mathematics and Artificial Intelligence. 85, 1, p. 45-70 26 p.

    Research output: Contribution to journalArticle

    2018

    Generalization bounds for learning weighted automata

    Balle, B. & Mohri, M., Mar 15 2018, In : Theoretical Computer Science. 716, p. 89-106 18 p.

    Research output: Contribution to journalArticle

    2017

    A disambiguation algorithm for weighted automata

    Mohri, M. & Riley, M. D., May 30 2017, In : Theoretical Computer Science. 679, p. 53-68 16 p.

    Research output: Contribution to journalArticle

    Generalization bounds for non-stationary mixing processes

    Kuznetsov, V. & Mohri, M., Jan 1 2017, In : Machine Learning. 106, 1, p. 93-117 25 p.

    Research output: Contribution to journalArticle

    2016

    Learning algorithms for second-price auctions with reserve

    Mohri, M. & Muñoz Medina, A., Apr 1 2016, In : Journal of Machine Learning Research. 17

    Research output: Contribution to journalArticle

    2014

    Domain adaptation and sample bias correction theory and algorithm for regression

    Cortes, C. & Mohri, M., Jan 30 2014, In : Theoretical Computer Science. 519, p. 103-126 24 p.

    Research output: Contribution to journalArticle

    Tight lower bound on the probability of a binomial exceeding its expectation

    Greenberg, S. & Mohri, M., Mar 2014, In : Statistics and Probability Letters. 86, 1, p. 91-98 8 p.

    Research output: Contribution to journalArticle

    2013

    Large-scale SVD and manifold learning

    Talwalkar, A., Kumar, S., Mohri, M. & Rowley, H., Oct 2013, In : Journal of Machine Learning Research. 14, p. 3129-3152 24 p.

    Research output: Contribution to journalArticle

    On the disambiguation of finite automata and functional transducers

    Mohri, M., Sep 2013, In : International Journal of Foundations of Computer Science. 24, 6, p. 847-862 16 p.

    Research output: Contribution to journalArticle

    2012

    Algorithms for learning kernels based on centered alignment

    Cortes, C., Mohri, M. & Rostamizadeh, A., Mar 2012, In : Journal of Machine Learning Research. 13, p. 795-828 34 p.

    Research output: Contribution to journalArticle

    Sampling methods for the Nyström method

    Kumar, S., Mohri, M. & Talwalkar, A., Apr 2012, In : Journal of Machine Learning Research. 13, p. 981-1006 26 p.

    Research output: Contribution to journalArticle

    2011

    A dual coordinate descent algorithm for SVMs combined with rational kernels

    Allauzen, C., Cortes, C. & Mohri, M., Dec 2011, In : International Journal of Foundations of Computer Science. 22, 8, p. 1761-1779 19 p.

    Research output: Contribution to journalArticle

    2010

    Efficient and Robust Music Identification With Weighted Finite-State Transducers

    Mohri, M., Weinstein, E., Mohri, M., Moreno, P. J. & Weinstein, E., Jan 2010, In : IEEE Transactions on Audio, Speech and Language Processing. 18, 1, p. 197-207 11 p.

    Research output: Contribution to journalArticle

    Preference-based learning to rank

    Ailon, N. & Mohri, M., Sep 2010, In : Machine Learning. 80, 2-3, p. 189-211 23 p.

    Research output: Contribution to journalArticle

    Stability bounds for stationary φ-mixing and β-mixing processes

    Mohri, M. & Rostamizadeh, A., Feb 2010, In : Journal of Machine Learning Research. 11, p. 789-814 26 p.

    Research output: Contribution to journalArticle

    2009

    General suffix automaton construction algorithm and space bounds

    Mohri, M., Moreno, P. & Weinstein, E., Sep 1 2009, In : Theoretical Computer Science. 410, 37, p. 3553-3562 10 p.

    Research output: Contribution to journalArticle

    N-way composition of weighted finite-state transducers

    Allauzen, C. & Mohri, M., Aug 2009, In : International Journal of Foundations of Computer Science. 20, 4, p. 613-627 15 p.

    Research output: Contribution to journalArticle

    2008

    Kernel methods for learning languages

    Kontorovich, L. A., Cortes, C. & Mohri, M., Oct 17 2008, In : Theoretical Computer Science. 405, 3, p. 223-236 14 p.

    Research output: Contribution to journalArticle

    On the computation of the relative entropy of probabilistic automata

    Cortes, C., Mohri, M., Rastogi, A. & Riley, M., Feb 2008, In : International Journal of Foundations of Computer Science. 19, 1, p. 219-242 24 p.

    Research output: Contribution to journalArticle

    2007

    L p distance and equivalence of probabilistic automata

    Cortes, C., Mohri, M. & Rastogi, A., Aug 2007, In : International Journal of Foundations of Computer Science. 18, 4, p. 761-779 19 p.

    Research output: Contribution to journalArticle

    2005

    Moment kernels for regular distributions

    Cortes, C. & Mohri, M., Sep 2005, In : Machine Learning. 60, 1-3, p. 117-134 18 p.

    Research output: Contribution to journalArticle

    The design principles and algorithms of a weighted grammar library

    Allauzen, C., Mohri, M. & Roark, B., Jun 2005, In : International Journal of Foundations of Computer Science. 16, 3, p. 403-421 19 p.

    Research output: Contribution to journalArticle

    2004

    An optimal pre-determinization algorithm for weighted transducers

    Allauzen, C. & Mohri, M., Nov 29 2004, In : Theoretical Computer Science. 328, 1-2, p. 3-18 16 p.

    Research output: Contribution to journalArticle

    Rational kernels: Theory and algorithms

    Cortes, C., Haffner, P. & Mohri, M., Aug 1 2004, In : Journal of Machine Learning Research. 5, p. 1035-1062 28 p.

    Research output: Contribution to journalArticle

    2003

    Finitely subsequential transducers

    Allauzen, C. & Mohri, M., 2003, In : International Journal of Foundations of Computer Science. 14, 6, p. 983-994 12 p.

    Research output: Contribution to journalArticle

    2002

    Weighted finite-state transducers in speech recognition

    Mohri, M., Pereira, F. & Riley, M., Jan 2002, In : Computer Speech and Language. 16, 1, p. 69-88 20 p.

    Research output: Contribution to journalArticle

    2000

    Context-free recognition with weighted automata

    Cortes, C. & Mohri, M., 2000, In : Grammars. 3, 2-3, p. 133-150 18 p.

    Research output: Contribution to journalArticle

    Minimization algorithms for sequential transducers

    Mohri, M., Mar 6 2000, In : Theoretical Computer Science. 234, 1-2, p. 177-201 25 p.

    Research output: Contribution to journalArticle

    Open Access

    The design principles of a weighted finite-state transducer library

    Mohri, M., Pereira, F. & Riley, M., Jan 17 2000, In : Theoretical Computer Science. 231, 1, p. 17-32 16 p.

    Research output: Contribution to journalArticle

    Open Access
    1999

    Network optimizations for large-vocabulary speech recognition

    Mohri, M. & Riley, M., May 1999, In : Speech Communication. 28, 1, p. 1-12 12 p.

    Research output: Contribution to journalArticle

    1997

    Finite-State Transducers in Language and Speech Processing

    Mohri, M., Jun 1997, In : Computational Linguistics. 23, 2, p. 268-311 44 p.

    Research output: Contribution to journalArticle

    1996

    On some applications of finite-state automata theory to natural language processing

    Mohri, M., Mar 1996, In : Natural Language Engineering. 2, pt 1, p. 61-80 20 p.

    Research output: Contribution to journalArticle

    1993

    Réduction De Complétive À Un Nom Et Article Défini Générique

    Mohri, M., 1993, In : Lingvisticae Investigationes. 17, 1, p. 83-97 15 p.

    Research output: Contribution to journalArticle