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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 contribution
    2019

    Active learning with disagreement graphs

    Cortes, C., DeSalvo, G., Gentile, C., Mohri, M. & Zhang, N., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 2468-2483 16 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

    Agnostic federated learning

    Mohri, M., Sivek, G. & Suresh, A. T., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 8114-8124 11 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

    2018

    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

    2017

    AdaNet: Adaptive structural learning of artificial neural networks

    Cortes, C., Gonzalvo, X., Kuznetsov, V., Mohri, M. & Yang, S., Jan 1 2017, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), p. 1452-1466 15 p. (34th International Conference on Machine Learning, ICML 2017; vol. 2).

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

    2016

    Adaptive algorithms and data-dependent guarantees for bandit convex optimization

    Mohri, M. & Yang, S., Jan 1 2016, 32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016. Janzing, D. & Ihler, A. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), p. 815-824 10 p. (32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016).

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

    Learning with rejection

    Cortes, C., DeSalvo, G. & Mohri, M., Jan 1 2016, Algorithmic Learning Theory - 27th International Conference, ALT 2016, Proceedings. Simon, H. U., Zilles, S. & Ortner, R. (eds.). Springer Verlag, p. 67-82 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9925 LNAI).

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

    Random composite forests

    DeSalvo, G. & Mohri, M., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 1540-1546 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

    Structural online learning

    Mohri, M. & Yang, S., Jan 1 2016, Algorithmic Learning Theory - 27th International Conference, ALT 2016, Proceedings. Simon, H. U., Zilles, S. & Ortner, R. (eds.). Springer Verlag, p. 223-237 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9925 LNAI).

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

    2015

    Adaptation algorithm and theory based on generalized discrepancy

    Cortes, C., Mohri, M. & Medina, A. M., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 169-178 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

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

    Automata and graph compression

    Mohri, M., Riley, M. & Suresh, A. T., Sep 28 2015, Proceedings - 2015 IEEE International Symposium on Information Theory, ISIT 2015. Institute of Electrical and Electronics Engineers Inc., p. 2989-2993 5 p. 7283005. (IEEE International Symposium on Information Theory - Proceedings; vol. 2015-June).

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

    Learning weighted automata

    Balle, B. & Mohri, M., Jan 1 2015, Algebraic Informatics 6th International Conference, CAI 2015, Proceedings. Maletti, A. (ed.). Springer Verlag, p. 1-21 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9270).

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

    Learning with deep cascades

    DeSalvo, G., Mohri, M. & Syed, U., Jan 1 2015, Algorithmic Learning Theory - 26th International Conference, ALT 2015. Gentile, C., Zilles, S. & Chaudhuri, K. (eds.). Springer Verlag, p. 254-269 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9355).

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

    On the disambiguation of weighted automata

    Mohri, M. & Riley, M. D., Jan 1 2015, Implementation and Application of Automata - 20th International Conference, CIAA 2015, Proceedings. Drewes, F. (ed.). Springer Verlag, p. 263-278 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9223).

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

    On the rademacher complexity of weighted automata

    Balle, B. & Mohri, M., Jan 1 2015, Algorithmic Learning Theory - 26th International Conference, ALT 2015. Gentile, C., Zilles, S. & Chaudhuri, K. (eds.). Springer Verlag, p. 179-193 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9355).

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

    Structural maxent models

    Cortes, C., Kuznetsov, V., Mohri, M. & Syed, U., Jan 1 2015, 32nd International Conference on Machine Learning, ICML 2015. Bach, F. & Blei, D. (eds.). International Machine Learning Society (IMLS), p. 391-399 9 p. (32nd International Conference on Machine Learning, ICML 2015; vol. 1).

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

    2014

    Deep boosting

    Cortes, C., Mohri, M. & Syed, U., Jan 1 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), p. 2917-2930 14 p. (31st International Conference on Machine Learning, ICML 2014; vol. 4).

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

    Ensemble methods for structured prediction

    Cortes, C., Kuznetsov, V. & Mohri, M., Jan 1 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), p. 2856-2872 17 p. (31st International Conference on Machine Learning, ICML 2014; vol. 4).

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

    Generalization bounds for time series prediction with non-stationary processes

    Kuznetsov, V. & Mohri, M., Jan 1 2014, Algorithmic Learning Theory - 25th International Conference, ALT 2014, Proceedings. Clark, A., Zeugmann, T., Zilles, S. & Auer, P. (eds.). Springer Verlag, p. 260-274 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8776).

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

    Learning ensembles of structured prediction rules

    Cortes, C., Kuznetsov, V. & Mohri, M., Jan 1 2014, Long Papers. Association for Computational Linguistics (ACL), p. 1-12 12 p. (52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference; vol. 1).

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

    Learning theory and algorithms for revenue optimization in second-price auctions with reserve

    Mohri, M. & Medina, A. M., Jan 1 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), p. 443-451 9 p. (31st International Conference on Machine Learning, ICML 2014; vol. 1).

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

    2012

    Accuracy at the top

    Boyd, S., Cortes, C., Mohri, M. & Radovanovic, A., Dec 1 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 953-961 9 p. (Advances in Neural Information Processing Systems; vol. 2).

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

    A disambiguation algorithm for finite automata and functional transducers

    Mohri, M., Oct 1 2012, Implementation and Application of Automata - 17th International Conference, CIAA 2012, Proceedings. p. 265-277 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7381 LNCS).

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

    New analysis and algorithm for learning with drifting distributions

    Mohri, M. & Muñoz Medina, A., Oct 30 2012, Algorithmic Learning Theory - 23rd International Conference, ALT 2012, Proceedings. p. 124-138 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7568 LNAI).

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

    Spectral learning of general weighted automata via constrained matrix completion

    Balle, B. & Mohri, M., Dec 1 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 2159-2167 9 p. (Advances in Neural Information Processing Systems; vol. 3).

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

    2011

    Domain adaptation in regression

    Cortes, C. & Mohri, M., Oct 20 2011, Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Proceedings. p. 308-323 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6925 LNAI).

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

    Large-scale training of SVMs with automata kernels

    Allauzen, C., Cortes, C. & Mohri, M., Feb 21 2011, Implementation and Application of Automata - 15th International Conference, CIAA 2010, Revised Selected Papers. p. 17-27 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6482 LNCS).

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

    2010

    Expected sequence similarity maximization

    Allauzen, C., Kumar, S., Macherey, W., Mohri, M. & Riley, M., Dec 1 2010, NAACL HLT 2010 - Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Proceedings of the Main Conference. p. 957-965 9 p. (NAACL HLT 2010 - Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Proceedings of the Main Conference).

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

    Generalization bounds for learning kernels

    Cortes, C., Mohri, M. & Rostamizadeh, A., Sep 17 2010, ICML 2010 - Proceedings, 27th International Conference on Machine Learning. p. 247-254 8 p. (ICML 2010 - Proceedings, 27th International Conference on Machine Learning).

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

    Learning bounds for importance weighting

    Cortes, C., Mansour, Y. & Mohri, M., Dec 1 2010, Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010. (Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010).

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

    Two-stage learning kernel algorithms

    Cortes, C., Mohri, M. & Rostamizadeh, A., Sep 17 2010, ICML 2010 - Proceedings, 27th International Conference on Machine Learning. p. 239-246 8 p. (ICML 2010 - Proceedings, 27th International Conference on Machine Learning).

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

    2009

    Domain adaptation with multiple sources

    Mansour, Y., Mohri, M. & Rostamizadeh, A., Dec 1 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 1041-1048 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

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

    Efficient large-scale distributed training of conditional maximum entropy models

    Mann, G., McDonald, R., Mohri, M., Silberman, N. & Walker, D. D., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 1231-1239 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

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

    Ensemble nystrom method

    Kumar, S., Mohri, M. & Talwalkar, A., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 1060-1068 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

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

    L 2 regularization for learning kernels

    Cortes, C., Mohri, M. & Rostamizadeh, A., 2009, Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence, UAI 2009. p. 109-116 8 p.

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

    Learning non-linear combinations of kernels

    Cortes, C., Mohri, M. & Rostamizadeh, A., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 396-404 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

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

    Learning with weighted transducers

    Cortes, C. & Mohri, M., Jan 1 2009, Finite-State Methods and Natural Language Processing. 1 ed. IOS Press, p. 14-22 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 191, no. 1).

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

    On sampling-based approximate spectral decomposition

    Kumar, S., Mohri, M. & Talwalkar, A., Dec 9 2009, Proceedings of the 26th International Conference On Machine Learning, ICML 2009. p. 553-560 8 p. (Proceedings of the 26th International Conference On Machine Learning, ICML 2009).

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

    Polynomial semantic indexing

    Ba, B., Sadamasa, K., Weston, J., Qi, Y., Grangier, D., Cortes, C., Collobert, R. & Mohri, M., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 64-72 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

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

    Rademacher complexity bounds for non-i.i.d. processes

    Mohri, M. & Rostamizadeh, A., Dec 1 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 1097-1104 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

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

    Stability bounds for Non-i.i.d. processes

    Mohri, M. & Rostamizadeh, A., Dec 1 2009, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

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

    2008

    3-Way composition of weighted finite-state transducers

    Allauzen, C. & Mohri, M., Sep 1 2008, Implementation and Application of Automata - 13th International Conference, CIAA 2008, Proceedings. p. 262-273 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5148 LNCS).

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

    General algorithms for testing the ambiguity of finite automata

    Allauzen, C., Mohri, M. & Rastogi, A., Oct 27 2008, Developments in Language Theory - 12th International Conference, DLT 2008, Proceedings. p. 108-120 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5257 LNCS).

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

    Learning sequence kernels

    Cortes, C., Mohri, M. & Rostamizadeh, A., Dec 1 2008, Proceedings of the 2008 IEEE Workshop on Machine Learning for Signal Processing, MLSP 2008. p. 2-8 7 p. 4685446. (Proceedings of the 2008 IEEE Workshop on Machine Learning for Signal Processing, MLSP 2008).

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

    Sequence kernels for predicting protein essentiality

    Allauzen, C., Mohri, M. & Talwalkar, A., Jan 1 2008, Proceedings of the 25th International Conference on Machine Learning. Association for Computing Machinery (ACM), p. 9-16 8 p. (Proceedings of the 25th International Conference on Machine Learning).

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

    Stability of transductive regression algorithms

    Cortes, C., Mohri, M., Pechyony, D. & Rastogi, A., Jan 1 2008, Proceedings of the 25th International Conference on Machine Learning. Association for Computing Machinery (ACM), p. 176-183 8 p. (Proceedings of the 25th International Conference on Machine Learning).

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

    2007

    An alternative ranking problem for search engines

    Cortes, C., Mohri, M. & Rastogi, A., Dec 20 2007, Experimental Algorithms - 6th International Workshop, WEA 2007, Proceedings. p. 1-22 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4525 LNCS).

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

    Factor automata of automata and applications

    Mohri, M., Moreno, P. & Weinstein, E., Dec 1 2007, Implementation and Application of Automata - 12th International Conference, CIAA 2007, Revised Selected Papers. p. 168-179 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4783 LNCS).

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

    Learning languages with rational kernels

    Cortes, C., Kontorovich, L. & Mohri, M., Jan 1 2007, Learning Theory - 20th Annual Conference on Learning Theory, COLT 2007, Proceedings. Springer Verlag, p. 349-364 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4539 LNAI).

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

    On transductive regression

    Cortes, C. & Mohri, M., Dec 1 2007, Advances in Neural Information Processing Systems 19 - Proceedings of the 2006 Conference. p. 305-312 8 p. (Advances in Neural Information Processing Systems).

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

    OpenFst: A general and efficient weighted finite-state transducer library

    Allauzen, C., Riley, M., Schalkwyk, J., Skut, W. & Mohri, M., Dec 1 2007, Implementation and Application of Automata - 12th International Conference, CIAA 2007, Revised Selected Papers. p. 11-23 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4783 LNCS).

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