Mehryar Mohri
Co-Authors
Google Publications
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A Disambiguation Algorithm for Finite Automata and Functional Transducers
Mehryar Mohri, Andres Muñoz Medina
CIAA (2012), pp. 265-277
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Accuracy at the Top
Stephen Boyd, Corinna Cortes, Mehryar Mohri, Ana Radovanovic
NIPS: Neural Information Processing Systems Foundation (2012) (to appear)
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Algorithms for Learning Kernels Based on Centered Alignment
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Journal of Machine Learning Research, vol. 13 (2012), pp. 795-828
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New Analysis and Algorithm for Learning with Drifting Distributions
Mehryar Mohri, Andres Muñoz Medina
CoRR, vol. abs/1205.4343 (2012)
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New Analysis and Algorithm for Learning with Drifting Distributions
Mehryar Mohri, Andres Muñoz Medina
ALT (2012), pp. 124-138
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Sampling Methods for the Nystrom Method
Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar
Journal of Machine Learning Research (JMLR) (2012)
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Spectral Learning of General Weighted Automata via Constrained Matrix Completion
Borja Balle, Mehryar Mohri
NIPS (2012), pp. 2168-2176
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The Foundations of Machine Learning
Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar
MIT Press (2012)
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A Dual Coordinate Descent Algorithm for SVMs Combined with Rational Kernels
Cyril Allauzen, Corinna Cortes, Mehryar Mohri
International Journal of Foundations of Computer Science, vol. 22 (2011), pp. 1761-1779
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Can matrix coherence be efficiently and accurately estimated?
Mehryar Mohri, Ameet Talwalkar
Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2011)
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Combinatorial and Algorithmic Aspects of Sequence Processing (Dagstuhl Seminar 11081)
Maxime Crochemore, Lila Kari, Mehryar Mohri, Dirk Nowotka
Dagstuhl Reports, vol. 1 (2011), pp. 47-66
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Domain adaptation in regression
Proceedings of The 22nd International Conference on Algorithmic Learning Theory, ALT 2011, Springer, Heidelberg, Germany
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Ensemble Nystrom
Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar
A book chapter in Ensemble Machine Learning: Theory and Applications, Springer (2011)
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Ensembles of Kernel Predictors
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011)
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General Algorithms for Testing the Ambiguity of Finite Automata and the Double-Tape Ambiguity of Finite-State Transducers
Cyril Allauzen, Mehryar Mohri, Ashish Rastogi
International Journal of Foundations of Computer Science, vol. 22 (2011), pp. 883-904
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Discriminative Topic Segmentation of Text and Speech
Mehryar Mohri, Pedro Moreno, Eugene Weinstein
International Conference on Artificial Intelligence and Statistics (AISTATS) (2010)
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Expected Sequence Similarity Maximization
Cyril Allauzen, Shankar Kumar, Wolfgang Macherey, Mehryar Mohri, Michael Riley
NAACL HLT (2010)
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Generalization Bounds for Learning Kernels
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Proceedings of the 27th Annual International Conference on Machine Learning (ICML 2010)
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Half Transductive Ranking
Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Corinna Cortes, Mehryar Mohri
Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2010)
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Large-Scale Training of SVMs with Automata Kernels
Cyril Allauzen, Corinna Cortes, Mehryar Mohri
CIAA (2010), pp. 17-27
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Learning Bounds for Importance Weighting
Corinna Cortes, Yishay Mansour, Mehryar Mohri
Advances in Neural Information Processing Systems (NIPS 2010), MIT Press, Vancouver, Canada
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On the Estimation of Coherence
Mehryar Mohri, Ameet Talwalkar
CoRR, vol. abs/1009.0861 (2010)
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On the Impact of Kernel Approximation on Learning Accuracy
Corinna Cortes, Mehryar Mohri, Ameet Talwalkar
Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2010)
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Preference-Based Learning to Rank
Nir Ailon, Mehryar Mohri
Machine Learning Journal, vol. 8 (2010), pp. 189-211
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Stability Bounds for Stationary $\phi$-mixing and $\beta$-mixing Processes
Mehryar Mohri, Afshin Rostamizadeh
Journal of Machine Learning Research (JMLR), vol. 11 (2010), pp. 798-814
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SVM Optimization for Lattice Kernels
Cyril Allauzen, Corinna Cortes, Mehryar Mohri
Mining and Learning with Graphs (2010)
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Two-Stage Learning Kernel Algorithms
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Proceedings of the 27th Annual International Conference on Machine Learning (ICML 2010)
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A new quality measure for topic segmentation of text and speech
Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein
Conference of the International Speech Communication Association (Interspeech) (2009)
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Des algorithmes d'apprentissage pour mieux classifier
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Pour la Science, vol. 386 (2009)
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Domain Adaptation with Multiple Sources
Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh
Advances in Neural Information Processing Systems (NIPS 2008), MIT Press, Vancouver, Canada (2009)
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Domain Adaptation: Learning Bounds and Algorithms
Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh
Proceedings of The 22nd Annual Conference on Learning Theory (COLT 2009), Omnipress, Montr\'eal, Canada
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Efficient and Robust Music Identification with Weighted Finite-State Transducers
Mehryar Mohri, Pedro Moreno, Eugene Weinstein
IEEE Transactions on Audio, Speech, and Language Processing, vol. to appear (2009)
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Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models
Gideon Mann, Ryan McDonald, Mehryar Mohri, Nathan Silberman, Daniel Walker IV
Neural Information Processing Systems (NIPS) (2009)
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Ensemble Nystrom Method
Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar
Neural Information Processing Systems (NIPS) (2009)
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Gaussian Margin Machines
Koby Crammer, Mehryar Mohri, Fernando Pereira
Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS 2009), Clearwater Beach, Florida, pp. 105-112
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General Suffix Automaton Construction Algorithm and Space Bounds
Mehryar Mohri, Pedro Moreno, Eugene Weinstein
Theoretical Computer Science, vol. 410 (2009)
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L2 Regularization for Learning Kernels
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence (UAI 2009), Montr\'eal, Canada
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Learning non-linear combinations of kernels
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
NIPS 2009, Advances in Neural Information Processing Systems, MIT Press
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Multiple Source Adaptation and the Renyi Divergence
Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh
UAI (2009), pp. 367-374
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Multiple Source Adaptation and the Renyi Divergence
Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh
Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence (UAI 2009), Montr\'eal, Canada
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N-Way Composition of Weighted Finite-State Transducers
International Journal of Foundations of Computer Science, vol. 20 (2009), pp. 613-627
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On Sampling-Based Approximate Spectral Decomposition
Sanjiv Kumar, Mehryar Mohri, Ameet Talkwalkar
International Conference on Machine Learning (ICML) (2009)
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Polynomial semantic indexing
Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Corinna Cortes, Mehryar Mohri
Advances in Neural Information Processing Systems (NIPS 2009), MIT Press
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Rademacher Complexity Bounds for Non-I.I.D. Processes
Mehryar Mohri, Afshin Rostamizadeh
Advances in Neural Information Processing Systems (NIPS 2008), MIT Press, Vancouver, Canada (2009)
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Sampling Techniques for the Nystrom Method
Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar
Artificial Intelligence and Statistics (AISTATS) (2009)
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Weighted Automata Algorithms
Handbook of weighted automata, Springer (to appear) (2009)
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3-Way Composition of Weighted Finite-State Transducers
Proceedings of the 13th International Conference on Implementation and Application of Automata (CIAA 2008), Springer-Verlag, Heidelberg, Germany, San Francisco, California, pp. 262-273
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A Machine Learning Framework for Spoken-Dialog Classification
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Handbook on Speech Processing and Speech Communication, Part E: Speech recognition, Springer-Verlag, Heidelberg, Germany (2008)
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An Efficient Reduction of Ranking to Classification
Nir Ailon, Mehryar Mohri
Proceedings of The 21st Annual Conference on Learning Theory (COLT 2008), Springer, Heidelberg, Germany, Helsinki, Finland
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General Algorithms for Testing the Ambiguity of Finite Automata
Cyril Allauzen, Mehryar Mohri, Ashish Rastogi
Proceedings of Twelfth International Conference Developments in Language Theory (DLT 2008), Springer, Heidelberg, Germany, Kyoto, Japan
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General Algorithms for Testing the Ambiguity of Finite Automata
Cyril Allauzen, Mehryar Mohri, Ashish Rastogi
DLT 2008, LNCS 5257, Springer, pp. 108-120
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Kernel Methods for Learning Languages
Leonid Kontorovich, Corinna Cortes, Mehryar Mohri
Theoretical Computer Science, vol. 405 (2008), pp. 223-236
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Learning sequence kernels
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Proceedings of IEEE International Workshop on Machine Learning for Signal Processing (2008)
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Learning with weighted transducers
Proceedings of the Seventh International Workshop Finite-State Methods and Natural Language Processing (2008)
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Linear-Space Computation of the Edit-Distance between a String and a Finite Automaton
London Algorithmics 2008: Theory and Practice, College Publications (to appear)
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On the Computation of the Relative Entropy of Probabilistic Automata
Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley
International Journal of Foundations of Computer Science, vol. 19 (2008), pp. 219-242
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Sample Selection Bias Correction Theory
Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh
Proceedings of The 19th International Conference on Algorithmic Learning Theory (ALT 2008), Springer, Heidelberg, Germany, Budapest, Hungary
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Sequence Kernels for Predicting Protein Essentiality
Cyril Allauzen, Mehryar Mohri, Ameet Talwalkar
Proceedings of ICML 2008
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Speech Recognition with Weighted Finite-State Transducers
Mehryar Mohri, Fernando C. N. Pereira, Michael Riley
Handbook on Speech Processing and Speech Communication, Part E: Speech recognition, Springer-Verlag, Heidelberg, Germany (2008)
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Stability Bounds for Non-i.i.d. Processes
Mehryar Mohri, Afshin Rostamizadeh
Advances in Neural Information Processing Systems (NIPS 2007), MIT Press, Vancouver, Canada (2008)
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Stability of Transductive Regression Algorithms
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi
Proceedings of the Twenty-fifth International Conference on Machine Learning (ICML 2008), Helsinki, Finland
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A General Regression Framework for Learning String-to-String Mappings
Corinna Cortes, Mehryar Mohri, Jason Weston
Predicting Structured Data, The MIT Press (2007)
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Factor Automata of Automata and Applications
Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein
Proceedings of the 12th International Conference on Implementation and Application of Automata (CIAA2007), July, CIAA 2007Proceedings of the 12th International Conference on Implementation and Application of Automata (CIAA2007), Prague, Czech Republic.
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Kernel Methods for Learning Languages
Leonid Kontorovich, Corinna Cortes, Mehryar Mohri
Theoretical Computer Science, vol. to appear (2007)
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Lp Distance and Equivalence of Probabilistic Automata
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
International Journal of Foundations of Computer Science, vol. 18 (2007)
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Lp Distance and Equivalence of Probabilistic Automata
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
International Journal of Foundations of Computer Science, vol. 18 (2007), pp. 761-780
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OpenFst: a General and Efficient Weighted Finite-State Transducer Library
Cyril Allauzen, Michael Riley, Johan Schalkwyk, Wojciech Skut, Mehryar Mohri
Proceedings of the 12th International Conference on Implementation and Application of Automata (CIAA 2007), Springer-Verlag, Heidelberg, Germany, Prague, Czech Republic
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Robust music identification, detection, and analysis
M. Mohri, Pedro J. Moreno, Eugene Weinstein
Proceedings of the International Conference on Music Information Retrieval (ISMIR) (2007)
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A Machine Learning Framework for Spoken-Dialog Classification
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Handbook on Speech Processing and Speech Communication, Part E: Speech recognition, Springer-Verlag, Heidelberg, Germany (2007)
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An Alternative Ranking Problem for Search Engines
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
Proceedings of the 6th Workshop on Experimental Algorithms (WEA 2007), Springer-Verlag, Heidelberg, Germany, Rome, Italy, pp. 1-21
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Learning Languages with Rational Kernels
Corinna Cortes, Leonid Kontorovich, Mehryar Mohri
Proceedings of The 20th Annual Conference on Computational Learning Theory (COLT 2007), Springer, Heidelberg, Germany, San Diego, California
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L_p Distance and Equivalence of Probabilistic Automata
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
International Journal of Foundations of Computer Science, vol. to appear (2007)
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Magnitude-Preserving Ranking Algorithms
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
Proceedings of the Twenty-fourth International Conference on Machine Learning (ICML 2007), Oregon State University, Corvallis, OR
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On the Computation of the Relative Entropy of Probabilistic Automata
Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley
International Journal of Foundations of Computer Science, vol. to appear (2007)
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On Transductive Regression
Advances in Neural Information Processing Systems (NIPS 2006), MIT Press, Vancouver, Canada (2007)
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Speech Recognition with Weighted Finite-State Transducers
Mehryar Mohri, Fernando C. N. Pereira, Michael Riley
Handbook on Speech Processing and Speech Communication, Part E: Speech recognition, Springer-Verlag, Heidelberg, Germany (2007)
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Probabilistic Context-Free Grammar Induction Based on Structural Zeros
Mehryar Mohri, Brian Roark
Proceedings of the Seventh Meeting of the Human Language Technology conference - North American Chapter of the Association for Computational Linguistics (HLT-NAACL 2006), New York, NY
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A Unified Construction of the Glushkov, Follow, and Antimirov Automata
Proceedings of the 31st International Symposium on Mathematical Foundations of Computer Science (MFCS 2006), Springer-Verlag, Heidelberg, Germany, Star\'a Lesn\'a, Slovakia, pp. 110-121
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Efficient Computation of the Relative Entropy of Probabilistic Automata
Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley
Proceedings of the 7th Latin American Symposium (LATIN 2006), Springer-Verlag, Heidelberg, Germany, Valdivia, Chile
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Learning Linearly Separable Languages
Leonid Kontorovich, Corinna Cortes, Mehryar Mohri
Proceedings of The 17th International Conference on Algorithmic Learning Theory (ALT 2006), Springer, Heidelberg, Germany
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On a Common Fallacy in Computational Linguistics
A Man of Measure: Festschrift in Honour of Fred Karlsson on this 60th Birthday, SKY Journal of Linguistics, Volume 19 (2006), pp. 432-439
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On the Computation of Some Standard Distances between Probabilistic Automata
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
Proceedings of the 11th International Conference on Implementation and Application of Automata (CIAA 2006), Springer-Verlag, Heidelberg, Germany, Taipei, Taiwan
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A General Regression Technique for Learning Transductions
Corinna Cortes, Mehryar Mohri, Jason Weston
Proceedings of the Twenty-Second International Conference on Machine Learning (ICML 2005), Bonn, Germany
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Local Grammar Algorithms
Inquiries into Words, Constraints, and Contexts. Festschrift in Honour of Kimmo Koskenniemi on his 60th Birthday, CSLI Publications, Stanford University (2005), pp. 84-93
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Margin-Based Ranking Meets Boosting in the Middle
Cynthia Rudin, Corinna Cortes, Mehryar Mohri, Robert E. Schapire
Proc. of the 18th Annual Conference on Computational Learning Theory (COLT 2005), Springer, Heidelberg, Germany, pp. 63-78
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The design principles and algorithms of a weighted grammar library
Cyril Allauzen, Mehryar Mohri, Brian Roark
Int. J. Found. Comput. Sci., vol. 16 (2005), pp. 403-421
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A Comparison of Classifiers for Detecting Emotion from Speech
Izhak Shafran, Mehryar Mohri
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005), Philadelphia, Pennsylvania
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Confidence Intervals for the Area under the ROC Curve
Advances in Neural Information Processing Systems (NIPS 2004), MIT Press, Vancouver, Canada (2005)
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Finite-State Transducers in Computational Biology
Tutorial presented at the 13th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB 2005), Detroit, MI
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Margin-Based Ranking Meets Boosting in the Middle
Cynthia Rudin, Corinna Cortes, Mehryar Mohri, Robert E. Schapire
Proceedings of The 18th Annual Conference on Computational Learning Theory (COLT 2005), Springer, Heidelberg, Germany, Bertinoro, Italy, pp. 63-78
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Moment Kernels for Regular Distributions
Machine Learning, vol. 60 (2005), pp. 117-134
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Multi-Armed Bandit Algorithms and Empirical Evaluation
Joann\`es Vermorel, Mehryar Mohri
Proceedings of the 16th European Conference on Machine Learning (ECML 2005), Springer, Heidelberg, Germany, Porto, Portugal
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Statistical Natural Language Processing
Applied Combinatorics on Words, Cambridge University Press (2005)
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The Design Principles and Algorithms of a Weighted Grammar Library
Cyril Allauzen, Mehryar Mohri, Brian Roark
International Journal of Foundations of Computer Science, vol. 16 (2005)
Previous Publications
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Algorithms for Learning Kernels Based on Centered Alignment
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Journal of Machine Learning Research, vol. 13 (2010), pp. 795-828
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New Generalization Bounds for Learning Kernels
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
CoRR, vol. abs/0912.3309 (2009)
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Stability Analysis and Learning Bounds for Transductive Regression Algorithms
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi
CoRR, vol. abs/0904.0814 (2009)
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Rademacher Complexity Bounds for Non-I.I.D. Processes
Mehryar Mohri, Afshin Rostamizadeh
NIPS (2008), pp. 1097-1104
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Stability Bound for Stationary Phi-mixing and Beta-mixing Processes
Mehryar Mohri, Afshin Rostamizadeh
CoRR, vol. abs/0811.1629 (2008)
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An Alternative Ranking Problem for Search Engines
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
WEA (2007), pp. 1-22
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Learning Languages with Rational Kernels
Corinna Cortes, Leonid Kontorovich, Mehryar Mohri
COLT (2007), pp. 349-364
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Magnitude-preserving ranking algorithms
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
ICML (2007), pp. 169-176
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A Unified Construction of the Glushkov, Follow, and Antimirov Automata
MFCS (2006), pp. 110-121
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Efficient Computation of the Relative Entropy of Probabilistic Automata
Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley
LATIN (2006), pp. 323-336
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Learning Linearly Separable Languages
Leonid Kontorovich, Corinna Cortes, Mehryar Mohri
ALT (2006), pp. 288-303
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On Transductive Regression
NIPS (2006), pp. 305-312
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On the Computation of Some Standard Distances Between Probabilistic Automata
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
CIAA (2006), pp. 137-149
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Moment Kernels for Regular Distributions
Machine Learning, vol. 60 (2005), pp. 117-134
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Multi-armed Bandit Algorithms and Empirical Evaluation
Joannès Vermorel, Mehryar Mohri
ECML (2005), pp. 437-448
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Weighted Automata in Text and Speech Processing
Mehryar Mohri, Fernando Pereira, Michael Riley
arXiv, vol. abs/cs/0503077 (2005)
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A General Weighted Grammar Library
Cyril Allauzen, Mehryar Mohri, Brian Roark
Ninth International Conference on Automata (CIAA 2004), Kingston, Canada, July 22-24, 2004, Springer-Verlag, Berlin-NY (2005)
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A General Weighted Grammar Library
Cyril Allauzen, Mehryar Mohri, Brian Roark
CIAA (2004), pp. 23-34
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A Generalized Construction of Integrated Speech Recognition Transducers
Cyril Allauzen, Mehryar Mohri, Brian Roark, Michael Riley
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), Montreal, Canada
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An optimal pre-determinization algorithm for weighted transducers
Theor. Comput. Sci., vol. 328 (2004), pp. 3-18
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Confidence Intervals for the Area Under the ROC Curve
NIPS (2004)
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Distribution kernels based on moments of counts
ICML (2004)
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Rational Kernels: Theory and Algorithms
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Journal of Machine Learning Research, vol. 5 (2004), pp. 1035-1062
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Statistical Modeling for Unit Selection in Speech Synthesis
Cyril Allauzen, Mehryar Mohri, Michael Riley
42nd Meeting of the Association for Computational Linguistics (ACL 2004), Proceedings of the Conference, Barcelona, Spain
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A General Weighted Grammar Library
Cyril Allauzen, Mehryar Mohri, Brian Roark
Proceedings of the Ninth International Conference on Automata (CIAA 2004), Kingston, Ontario, Canada
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AUC Optimization vs. Error Rate Minimization
Advances in Neural Information Processing Systems (NIPS 2003), MIT Press, Vancouver, Canada (2004)
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An Optimal Pre-Determinization Algorithm for Weighted Transducers
Theoretical Computer Science, vol. 328 (2004)
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Distribution Kernels Based on Moments of Counts
Proceedings of the Twenty-First International Conference on Machine Learning (ICML 2004), Banff, Alberta, Canada
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General Indexation of Weighted Automata - Application to Spoken Utterance Retrieval
Cyril Allauzen, Mehryar Mohri, Murat Saraclar
Proceedings of the annual meeting of the Human Language Technology conference and North American Chapter of the Association for Computational Linguistics (HLT/NAACL 2004), Workshop on Interdisciplinary Approaches to Speech Indexing and Retrieval, Boston, Massachusetts
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Rational Kernels: Theory and Algorithms
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Journal of Machine Learning Research (JMLR), vol. 5 (2004), pp. 1035-1062
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Statistical Modeling for Unit Selection in Speech Synthesis
Cyril Allauzen, Mehryar Mohri, Michael Riley
$42$nd Meeting of the Association for Computational Linguistics (ACL 2004), Proceedings of the Conference, Barcelona, Spain
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Weighted Finite-State Transducer Algorithms: An Overview
Formal Languages and Applications, Springer, Berlin (2004)
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AUC Optimization vs. Error Rate Minimization
NIPS (2003)
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An Efficient Pre-determinization Algorithm
CIAA (2003)
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Edit-Distance Of Weighted Automata: General Definitions And Algorithms
Int. J. Found. Comput. Sci., vol. 14 (2003)
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Efficient Algorithms for Testing the Twins Property
Journal of Automata, Languages and Combinatorics, vol. 8 (2003)
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Finitely Subsequential Transducers
Int. J. Found. Comput. Sci., vol. 14 (2003)
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Generalized Algorithms for Constructing Statistical Language Models
Cyril Allauzen, Mehryar Mohri, Brian Roark
ACL (2003)
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Learning from Uncertain Data
COLT (2003), pp. 656-670
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Positive Definite Rational Kernels
Corinna Cortes, Patrick Haffner, Mehryar Mohri
COLT (2003), pp. 41-56
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Weighted automata kernels - general framework and algorithms
Corinna Cortes, Patrick Haffner, Mehryar Mohri
INTERSPEECH (2003)
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$p$-Subsequentiable Transducers
Seventh International Conference on Automata (CIAA 2002), Tours, France, Springer, Berlin-NY (2003), pp. 24-34
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An Efficient Pre-Determinization Algorithm
Eighth International Conference on Automata (CIAA 2003), Santa Barbara, CA, Springer, Berlin-NY, pp. 83-95
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Edit-Distance of Weighted Automata: General Definitions and Algorithms
International Journal of Foundations of Computer Science, vol. 14 (2003)
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Edit-Distance of Weighted Automata
Seventh International Conference on Automata (CIAA 2002), Tours, France, Springer, Berlin-NY (2003), pp. 1-23
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Finitely Subsequential Transducers
International Journal of Foundations of Computer Science, vol. 14 (2003), pp. 983-994
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Generalized Algorithms for Constructing Statistical Language Models
Cyril Allauzen, Mehryar Mohri, Brian Roark
$41$st Meeting of the Association for Computational Linguistics (ACL 2003), Proceedings of the Conference, Sapporo, Japan
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Generalized Optimization Algorithm for Speech Recognition Transducers
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003), Hong Kong
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Lattice Kernels for Spoken-Dialog Classification
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003), Hong Kong
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Learning from Uncertain Data
Proceedings of The 16th Annual Conference on Computational Learning Theory (COLT 2003), Springer, Heidelberg, Germany, Washington D.C.
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Positive Definite Rational Kernels
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Proceedings of The 16th Annual Conference on Computational Learning Theory (COLT 2003), Springer, Heidelberg, Germany, Washington D.C.
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Rational Kernels
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Advances in Neural Information Processing Systems (NIPS 2002), MIT Press, Vancouver, Canada (2003)
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Voice Signatures
Izhak Shafran, Michael Riley, Mehryar Mohri
Proceedings of The 8th IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2003), St. Thomas, U.S. Virgin Islands
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Weighted Automata Kernels - General Framework and Algorithms
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Proceedings of the 9th European Conference on Speech Communication and Technology (Eurospeech '03), Special Session Advanced Machine Learning Algorithms for Speech and Language Processing, Geneva, Switzerland (2003)
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A comparison of two LVR search optimization techniques
Stephan Kanthak, Hermann Ney, Michael Riley, Mehryar Mohri
INTERSPEECH (2002)
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An Efficient Algorithm for the N-Best-Strings Problem
Proceedings of the International Conference on Spoken Language Processing 2002 (ICSLP '02), Denver, Colorado
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Edit-Distance of Weighted Automata
CIAA (2002), pp. 1-23
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Generic e-Removal and Input e-Normalization Algorithms for Weighted Transducers
Int. J. Found. Comput. Sci., vol. 13 (2002), pp. 129-143
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Rational Kernels
Corinna Cortes, Patrick Haffner, Mehryar Mohri
NIPS (2002), pp. 601-608
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Semiring Frameworks and Algorithms for Shortest-Distance Problems
Journal of Automata, Languages and Combinatorics, vol. 7 (2002)
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Weighted finite-state transducers in speech recognition
Mehryar Mohri, Fernando Pereira, Michael Riley
Computer Speech & Language, vol. 16 (2002), pp. 69-88
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p-Subsequentiable Transducers
CIAA (2002), pp. 24-34
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$p$-Subsequentiable Transducers
Proceedings of the Seventh International Conference on Automata (CIAA 2002), Tours, France
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A Comparison of Two LVR Search Optimization Techniques
Stephan Kanthak, Hermann Ney, Michael Riley, Mehryar Mohri
Proceedings of the International Conference on Spoken Language Processing 2002 (ICSLP '02), Denver, Colorado
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An Efficient Algorithm for the $N$-Best-Strings Problem
Proceedings of the International Conference on Spoken Language Processing 2002 (ICSLP '02), Denver, Colorado
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Edit-Distance of Weighted Automata
Proceedings of the Seventh International Conference on Automata (CIAA 2002), Tours, France
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Generic Epsilon-Removal and Input Epsilon-Normalization Algorithms for Weighted Transducers
International Journal of Foundations of Computer Science, vol. 13 (2002), pp. 129-143
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On the Determinizability of Weighted Automata and Transducers
Proceedings of the workshop Weighted Automata: Theory and Applications (WATA), Dresden, Germany (2002)
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Weighted Automata Algorithms (Tutorial)
Proceedings of the workshop Weighted Automata: Theory and Applications (WATA), Dresden, Germany (2002)
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Weighted Finite-State Transducers in Speech Recognition (Tutorial)
Proceedings of the International Conference on Spoken Language Processing 2002 (ICSLP '02), Denver, Colorado
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Weighted Finite-State Transducers in Speech Recognition
Mehryar Mohri, Fernando C. N. Pereira, Michael Riley
Computer Speech and Language, vol. 16 (2002), pp. 69-88
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A weight pushing algorithm for large vocabulary speech recognition
INTERSPEECH (2001), pp. 1603-1606
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A Weight Pushing Algorithm for Large Vocabulary Speech Recognition
Proceedings of the 7th European Conference on Speech Communication and Technology (Eurospeech '01), Aalborg, Denmark (2001)
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Generic Epsilon-Removal Algorithm for Weighted Automata
5th International Conference on Automata (CIAA 2000), London Ontario, Canada, Springer-Verlag, Berlin-NY (2001), pp. 230-242
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Language Processing with Weighted Transducers
Proceedings of the 8th annual conference Traitement Automatique des Langues Naturelles (TALN 2001), Tours, France
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Regular Approximation of Context-Free Grammars through Transformation
Mehryar Mohri, Mark-Jan Nederhof
Robustness in Language and Speech Technology, Kluwer Academic Publishers, The Netherlands (2001), pp. 153-163
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Weighted Grammar Tools: the GRM Library
Robustness in Language and Speech Technology, Kluwer Academic Publishers, The Netherlands (2001), pp. 165-186
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Context-Free Recognition with Weighted Automata
Grammars, vol. 3 (2000), pp. 133-150
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Generic epsilon -Removal Algorithm for Weighted Automata
CIAA (2000), pp. 230-242
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Minimization algorithms for sequential transducers
Theor. Comput. Sci., vol. 234 (2000), pp. 177-201
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The Design Principles of a Weighted Finite-State Transducer Library
Mehryar Mohri, Fernando C. N. Pereira, Michael Riley
Theor. Comput. Sci., vol. 231 (2000), pp. 17-32
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Generic Epsilon-Removal Algorithm for Weighted Automata
Proceedings of the Fifth International Conference on Automata (CIAA 2000), London, Ontario, Canada
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Minimization Algorithms for Sequential Transducers
Theoretical Computer Science, vol. 234 (2000), pp. 177-201
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The Design Principles of a Weighted Finite-State Transducer Library
Mehryar Mohri, Fernando C. N. Pereira, Michael Riley
Theoretical Computer Science, vol. 231 (2000), pp. 17-32
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Weighted Finite-State Transducers in Speech Recognition
Mehryar Mohri, Fernando C. N. Pereira, Michael Riley
Proceedings of the ISCA Tutorial and Research Workshop, Automatic Speech Recognition: Challenges for the new Millenium (ASR2000), Paris, France
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Integrated context-dependent networks in very large vocabulary speech recognition
EUROSPEECH (1999)
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Network optimizations for large-vocabulary speech recognition
Speech Communication, vol. 28 (1999), pp. 1-12
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Rapid unit selection from a large speech corpus for concatenative speech synthesis
Mark Beutnagel, Mehryar Mohri, Michael Riley
EUROSPEECH (1999)
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Comments on Jelinek, Language modeling for speech recognition, by Frederick Jelinek
Extended Finite State Models of Language, Cambridge University Press, Cambridge (1999)
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Context-Free Recognition with Weighted Automata
Proceedings of the Sixth Meeting on Mathematics of Language (MOL6), Orlando, Florida (1999)
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Integrated Context-Dependent Networks in Very Large Vocabulary Speech Recognition
Proceedings of the 6th European Conference on Speech Communication and Technology (Eurospeech '99), Budapest, Hungary (1999)
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Network Optimizations for Large Vocabulary Speech Recognition
Speech Communication, vol. 28 (1999), pp. 1-12
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Rapid Unit Selection from a Large Speech Corpus for Concatenative Speech Synthesis
Mark Beutnagel, Mehryar Mohri, Michael Riley
Proceedings of the 6th European Conference on Speech Communication and Technology (Eurospeech '99), Budapest, Hungary (1999)
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Dynamic Compilation of Weighted Context-Free Grammars
Mehryar Mohri, Fernando Pereira
Proceedings of COLING-ACL '98, Montreal, Canada (1998), pp. 891-897
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VPQ: a spoken language interface to large scale directory information
Bruce Buntschuh, Candace A. Kamm, Giuseppe Di Fabbrizio, Alicia Abella, Mehryar Mohri, Shrikanth Narayanan, Ilija Zeljkovic, R. D. Sharp, Jeremy H. Wright, S. Marcus, J. Shaffer, R. Duncan, Jay G. Wilpon
ICSLP (1998)
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A Rational Design for a Weighted Finite-State Transducer Library
Mehryar Mohri, Fernando C. N. Pereira, Michael Riley
Proceedings of the Second International Workshop on Implementing Automata (WIA '97), Springer-Verlag, Berlin-NY (1998), pp. 144-158
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Dynamic Compilation of Weighted Context-Free Grammars
Mehryar Mohri, Fernando C. N. Pereira
$36$th Meeting of the Association for Computational Linguistics (ACL '98), Proceedings of the Conference, Montréal, Québec, Canada (1998), pp. 891-897
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Full Expansion of Context-Dependent Networks in Large Vocabulary Speech Recognition
Mehryar Mohri, Michael Riley, Don Hindle, Andrej Ljolje, Fernando C. N. Pereira
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP '98), Seattle, Washington (1998)
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General Algebraic Frameworks and Algorithms for Shortest-Distance Problems
AT\&T Labs - Research, 62 pages (1998)
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Speech Processing
Graduate course, Columbia University, Department of Computer Science, New York, NY, 515 pages (1998)
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A Rational Design for a Weighted Finite-State Transducer Library
Mehryar Mohri, Fernando Pereira, Michael Riley
WIA'97: Proceedings of the Workshop on Implementing Automata, Springer-Verlag (1997)
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Finite-State Transducers in Language and Speech Processing
Computational Linguistics, vol. 23 (1997), pp. 269-311
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On The Use of Sequential Transducers in Natural Language Processing
Finite-State Language Processing, The MIT Press, Cambridge, Massachusetts (1997)
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String-Matching with Automata
Nord. J. Comput., vol. 4 (1997), pp. 217-231
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Transducer Composition for Context-Dependent Network Expansion
Michael Riley, Fernando Pereira, Mehryar Mohri
EuroSpeech'97, European Speech Communication Association, Genova, Italy (1997), pp. 1427-1430
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Weighted determinization and minimization for large vocabulary speech recognition
EUROSPEECH (1997)
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A Rational Design for a Weighted Finite-State Transducer Library
Mehryar Mohri, Fernando C. N. Pereira, Michael Riley
Proceedings of the Workshop on Implementing Automata (WIA '97), London, Ontario, Canada, University of Western Ontario, London, Ontario, Canada (1997)
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String-Matching with Automata
Nordic Journal of Computing, vol. 4 (1997), pp. 217-231
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Transducer Composition for Context-Dependent Network Expansion
Michael Riley, Fernando C. N. Pereira, Mehryar Mohri
Proceedings of the 5th European Conference on Speech Communication and Technology (Eurospeech '97), Rhodes, Greece (1997)
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Weighted Determinization and Minimization for Large Vocabulary Speech Recognition
Proceedings of the 5th European Conference on Speech Communication and Technology (Eurospeech '97), Rhodes, Greece (1997)
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Algorithms for Speech Recognition and Language Processing
Mehryar Mohri, Michael Riley, Richard Sproat
CoRR, vol. cmp-lg/9608018 (1996)
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An Efficient Compiler for Weighted Rewrite Rules
ACL (1996), pp. 231-238
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An Efficient Compiler for Weighted Rewrite Rules
CoRR, vol. cmp-lg/9606026 (1996)
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On some applications of finite-state automata theory to natural language processing
Natural Language Engineering, vol. 2 (1996), pp. 61-80
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An Efficient Compiler for Weighted Rewrite Rules
$34$th Meeting of the Association for Computational Linguistics (ACL '96), Proceedings of the Conference, Santa Cruz, California, Santa Cruz, California (1996)
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Finite-State Transducers in Language and Speech Processing
Mehryar Mohri, Michael Riley, Richard Sproat
Tutorial at the 16th International Conference on Computational Linguistics (COLING-96), COLING, Copenhagen, Denmark (1996)
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On some Applications of Finite-State Automata Theory to Natural Language Processing
Journal of Natural Language Engineering, vol. 2 (1996), pp. 1-20
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Rational Power Series in Text and Speech Processing
Mehryar Mohri, Fernando C. N. Pereira, Michael Riley
Graduate course, University of Pennsylvania, Department of Computer Science, Philadelphia, PA (1996)
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Weighted Automata in Text and Speech Processing
Mehryar Mohri, Fernando C. N. Pereira, Michael Riley
Proceedings of the 12th biennial European Conference on Artificial Intelligence (ECAI-96), Workshop on Extended finite state models of language, John Wiley and Sons, Chichester, Budapest, Hungary (1996)
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Computation of French Temporal Expressions to Query Databases
Denis Maurel, Mehryar Mohri
NLDB (1995), pp. 0-
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Matching Patterns of An Automaton
CPM (1995), pp. 286-297
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Computation of French Temporal Expressions to Query Databases
Denis Maurel, Mehryar Mohri
The First Workshop on the Applications of Natural language Processing to Databases, FWANLPD, Versailles, France (1995)
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Matching Patterns of an Automaton
Proceedings of the 6th Annual Symposium on Combinatorial Pattern Matching (CPM '95), Springer-Verlag, Berlin-NY, Espoo, Finland (1995), pp. 286-297
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Combinaisons appropriées dans les constructions complétives
Langages, Larousse: Paris, vol. 115 (1994)
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Compact Representations by Finite-State Transducers
ACL (1994), pp. 204-209
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Minimization of Sequential Transducers
CPM (1994), pp. 151-163
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Compact Representations by Finite-State Transducers
32nd Meeting of the Association for Computational Linguistics (ACL '94), Proceedings of the Conference, Las Cruces, New Mexico (1994), pp. 204-209
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French Temporal Expressions: Recognition, Parsing and Real Computation
Denis Maurel, Mehryar Mohri
Proceedings of the 10th Annual Conference of the UW Centre for the New Oxford English Dictionary and Text Research, Waterloo, Ontario, Canada, University of Waterloo (1994)
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Minimization of Sequential Transducers
Proceedings of the 5th Annual Symposium on Combinatorial Pattern Matching (CPM '94), Springer-Verlag, Berlin-NY, Asilomar, California (1994), pp. 151-163
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On some Applications of Finite-State Automata Theory to Natural Language Processing: Representation of Morphological Dictionaries, Compaction, and Indexation
Universit\'e Marne-la-Vall\'ee, Institut Gaspard Monge, Noisy-le-Grand (1994)
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Reprise par une relative
Proceedings of the International Conference Dépendance et intégration syntaxique, Bordeaux, France, Niemeyer (1994)
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Review of \em Les Nouvelles Syntaxes, Grammaires d'unification et analyse du fran\ccais by Anne Abeillé, 1993, Armand Colin, Paris, France
Lingvisticae Investigationes, vol. 18 (1994), pp. 415-418
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Syntactic Analysis by Local Grammars Automata: an Efficient Algorithm
Proceedings of the International Conference on Computational Lexicography (COMPLEX 94), Linguistic Institute, Hungarian Academy of Science: Budapest, Hungary (1994)
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Réduction de complétive \`a un nom et article défini générique
Lingvisticae Investigationes, vol. 17 (1993), pp. 83-97
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Analyse et représentation par automates de structures syntaxiques composées: Application aux complétives (Thesis Abstract)
Lingvisticae Investigationes, vol. 17 (1993), pp. 431-432
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La coréférence et l'aspect
Lingvisticae Investigationes, vol. 14 (1990), pp. 403-412