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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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    Conference article
    2018

    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

    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

    Policy regret in repeated games

    Arora, R., Dinitz, M., Marinov, T. V. & Mohri, M., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6732-6741 10 p.

    Research output: Contribution to journalConference article

    2017

    Discriminative state-space models

    Kuznetsov, V. & Mohri, M., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5672-5680 9 p.

    Research output: Contribution to journalConference article

    Online learning with transductive regret

    Mohri, M. & Yang, S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5215-5225 11 p.

    Research output: Contribution to journalConference article

    Parameter-free online learning via model selection

    Foster, D. J., Kale, S., Mohri, M. & Sridharan, K., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 6021-6031 11 p.

    Research output: Contribution to journalConference article

    2016

    Boosting with abstention

    Cortes, C., De Salvo, G. & Mohri, M., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1668-1676 9 p.

    Research output: Contribution to journalConference article

    Learning N-gram language models from uncertain data

    Kuznetsov, V., Liao, H., Mohri, M., Riley, M. & Roark, B., Jan 1 2016, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 08-12-September-2016, p. 2323-2327 5 p.

    Research output: Contribution to journalConference article

    Optimistic bandit convex optimization

    Mohri, M. & Yang, S., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 2297-2305 9 p.

    Research output: Contribution to journalConference article

    Time series prediction and online learning

    Kuznetsov, V. & Mohri, M., Jun 6 2016, In : Journal of Machine Learning Research. 49, June, p. 1190-1213 24 p.

    Research output: Contribution to journalConference article

    2015

    Learning theory and algorithms for forecasting non-stationary time series

    Kuznetsov, V. & Mohri, M., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 541-549 9 p.

    Research output: Contribution to journalConference article

    On-line learning algorithms for path experts with non-additive losses

    Cortes, C., Kuznetsov, V., Mohri, M. & Warmuth, M. K., Jan 1 2015, In : Journal of Machine Learning Research. 40, 2015

    Research output: Contribution to journalConference article

    Revenue optimization against strategic buyers

    Mohri, M. & Medina, A. M., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 2530-2538 9 p.

    Research output: Contribution to journalConference article

    2014

    Conditional swap regret and conditional correlated equilibrium

    Mohri, M. & Yang, S., Jan 1 2014, In : Advances in Neural Information Processing Systems. 2, January, p. 1314-1322 9 p.

    Research output: Contribution to journalConference article

    Multi-class deep boosting

    Kuznetsov, V., Mohri, M. & Syed, U., Jan 1 2014, In : Advances in Neural Information Processing Systems. 3, January, p. 2501-2509 9 p.

    Research output: Contribution to journalConference article

    Optimal regret minimization in posted-price auctions with strategic buyers

    Mohri, M. & Medina, A. M., Jan 1 2014, In : Advances in Neural Information Processing Systems. 3, January, p. 1871-1879 9 p.

    Research output: Contribution to journalConference article

    2013

    Learning kernels using local Rademacher complexity

    Cortes, C., Kloft, M. & Mohri, M., Jan 1 2013, In : Advances in Neural Information Processing Systems.

    Research output: Contribution to journalConference article

    2011

    Can matrix coherence be efficiently and accurately estimated?

    Mohri, M. & Talwalkar, A., Dec 1 2011, In : Journal of Machine Learning Research. 15, p. 534-542 9 p.

    Research output: Contribution to journalConference article

    2010

    Discriminative topic segmentation of text and speech

    Mohri, M., Moreno, P. & Weinstein, E., Dec 1 2010, In : Journal of Machine Learning Research. 9, p. 533-540 8 p.

    Research output: Contribution to journalConference article

    Half transductive ranking

    Bai, B., Weston, J., Grangier, D., Collobert, R., Cortes, C. & Mohri, M., Dec 1 2010, In : Journal of Machine Learning Research. 9, p. 49-56 8 p.

    Research output: Contribution to journalConference article

    On the impact of kernel approximation on learning accuracy

    Cortes, C., Mohri, M. & Talwalkar, A., Dec 1 2010, In : Journal of Machine Learning Research. 9, p. 113-120 8 p.

    Research output: Contribution to journalConference article

    2009

    A new quality measure for topic segmentation of text and speech

    Mohri, M., Moreno, P. & Weinstein, E., Nov 26 2009, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 2743-2746 4 p.

    Research output: Contribution to journalConference article

    Gaussian margin machines

    Crammer, K., Mohri, M. & Pereira, F., Dec 1 2009, In : Journal of Machine Learning Research. 5, p. 105-112 8 p.

    Research output: Contribution to journalConference article

    Sampling techniques for the Nyström method

    Kumar, S., Mohri, M. & Talwalkar, A., Dec 1 2009, In : Journal of Machine Learning Research. 5, p. 304-311 8 p.

    Research output: Contribution to journalConference article

    2008

    Sample selection bias correction theory

    Cortes, C., Mohri, M., Riley, M. & Rostamizadeh, A., Dec 1 2008, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5254 LNAI, p. 38-53 16 p.

    Research output: Contribution to journalConference article

    2004

    A generalized construction of integrated speech recognition transducers

    Allauzen, C., Mohri, M., Riley, M. & Roark, B., Sep 28 2004, In : ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1, p. I761-I764

    Research output: Contribution to journalConference article

    2003

    Generalized optimization algorithm for speech recognition transducers

    Allauzen, C. & Mohri, M., Sep 25 2003, In : ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1, p. 352-355 4 p.

    Research output: Contribution to journalConference article

    Lattice kernels for spoken-dialog classification

    Cortes, C., Haffner, P. & Mohri, M., Sep 29 2003, In : ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1, p. 628-631 4 p.

    Research output: Contribution to journalConference article

    Learning from uncertain data

    Mohri, M., Dec 1 2003, In : Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 2777, p. 656-670 15 p.

    Research output: Contribution to journalConference article

    Positive definite rational kernels

    Cortes, C., Haffner, P. & Mohri, M., Jan 1 2003, In : Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 2777, p. 41-56 16 p.

    Research output: Contribution to journalConference article