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Semantic ScholarMehryar Mohri
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- affiliation: New York University, Courant Institute of Mathematical Sciences, USA
- affiliation: Google Research
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2010 – today
- 2018
[j36]Borja Balle, Mehryar Mohri:
Generalization bounds for learning weighted automata. Theor. Comput. Sci. 716: 89-106 (2018)- [c124]
- [e2]Firdaus Janoos, Mehryar Mohri, Karthik Sridharan:
Algorithmic Learning Theory, ALT 2018, 7-9 April 2018, Lanzarote, Canary Islands, Spain. Proceedings of Machine Learning Research 83, PMLR 2018 [contents] - [i43]Dylan J. Foster, Satyen Kale, Mehryar Mohri, Karthik Sridharan:
Parameter-free online learning via model selection. CoRR abs/1801.00101 (2018) - [i42]Vitaly Kuznetsov, Mehryar Mohri:
Theory and Algorithms for Forecasting Time Series. CoRR abs/1803.05814 (2018) - [i41]Dylan J. Foster, Satyen Kale, Haipeng Luo, Mehryar Mohri, Karthik Sridharan:
Logistic Regression: The Importance of Being Improper. CoRR abs/1803.09349 (2018) - 2017
- [j35]Vitaly Kuznetsov, Mehryar Mohri:
Generalization bounds for non-stationary mixing processes. Machine Learning 106(1): 93-117 (2017) - [j34]Mehryar Mohri, Michael D. Riley:
A disambiguation algorithm for weighted automata. Theor. Comput. Sci. 679: 53-68 (2017) - [c123]Corinna Cortes, Xavier Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang:
AdaNet: Adaptive Structural Learning of Artificial Neural Networks. ICML 2017: 874-883 - [c122]
- [c121]
- [c120]Dylan J. Foster, Satyen Kale, Mehryar Mohri, Karthik Sridharan:
Parameter-Free Online Learning via Model Selection. NIPS 2017: 6022-6032 - [i40]Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Scott Yang:
On-line Learning with Abstention. CoRR abs/1703.03478 (2017) - [i39]
- [i38]Corinna Cortes, Giulia DeSalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang:
Multi-Armed Bandits with Non-Stationary Rewards. CoRR abs/1710.10657 (2017) - [i37]Judy Hoffman, Mehryar Mohri, Ningshan Zhang:
Multiple-Source Adaptation for Regression Problems. CoRR abs/1711.05037 (2017) - 2016
- [j33]Mehryar Mohri, Andres Muñoz Medina:
Learning Algorithms for Second-Price Auctions with Reserve. Journal of Machine Learning Research 17: 74:1-74:25 (2016) - [c119]
- [c118]Mehryar Mohri, Scott Yang:
Accelerating Online Convex Optimization via Adaptive Prediction. AISTATS 2016: 848-856 - [c117]
- [c116]
- [c115]
- [c114]Vitaly Kuznetsov, Hank Liao, Mehryar Mohri, Michael Riley, Brian Roark:
Learning N-Gram Language Models from Uncertain Data. INTERSPEECH 2016: 2323-2327 - [c113]
- [c112]
- [c111]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang:
Structured Prediction Theory Based on Factor Graph Complexity. NIPS 2016: 2514-2522 - [c110]Scott Yang, Mehryar Mohri:
Adaptive Algorithms and Data-Dependent Guarantees for Bandit Convex Optimization. UAI 2016 - [i36]Corinna Cortes, Mehryar Mohri, Vitaly Kuznetsov, Scott Yang:
Structured Prediction Theory and Voted Risk Minimization. CoRR abs/1605.06443 (2016) - [i35]Corinna Cortes, Xavi Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang:
AdaNet: Adaptive Structural Learning of Artificial Neural Networks. CoRR abs/1607.01097 (2016) - [i34]
- 2015
- [c109]
- [c108]
- [c107]
- [c106]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Manfred K. Warmuth:
On-Line Learning Algorithms for Path Experts with Non-Additive Losses. COLT 2015: 424-447 - [c105]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar Syed:
Structural Maxent Models. ICML 2015: 391-399 - [c104]Mehryar Mohri, Michael Riley, Ananda Theertha Suresh:
Automata and graph compression. ISIT 2015: 2989-2993 - [c103]Corinna Cortes, Mehryar Mohri, Andres Muñoz Medina:
Adaptation Algorithm and Theory Based on Generalized Discrepancy. KDD 2015: 169-178 - [c102]Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri:
Kernel Extraction via Voted Risk Minimization. FE@NIPS 2015: 72-89 - [c101]Mehryar Mohri, Afshin Rostamizadeh, Dmitry Storcheus:
Generalization Bounds for Supervised Dimensionality Reduction. FE@NIPS 2015: 226-241 - [c100]Vitaly Kuznetsov, Mehryar Mohri:
Learning Theory and Algorithms for Forecasting Non-stationary Time Series. NIPS 2015: 541-549 - [c99]Mehryar Mohri, Andres Muñoz Medina:
Revenue Optimization against Strategic Buyers. NIPS 2015: 2530-2538 - [c98]Mehryar Mohri, Andres Muñoz Medina:
Non-parametric Revenue Optimization for Generalized Second Price auctions.. UAI 2015: 612-621 - [c97]
- [i33]Mehryar Mohri, Michael Riley, Ananda Theertha Suresh:
Automata and Graph Compression. CoRR abs/1502.07288 (2015) - [i32]Mehryar Mohri, Andres Muñoz Medina:
Non-parametric Revenue Optimization for Generalized Second Price Auctions. CoRR abs/1506.02719 (2015) - [i31]Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri:
Voted Kernel Regularization. CoRR abs/1509.04340 (2015) - [i30]Mehryar Mohri, Scott Yang:
Accelerating Optimization via Adaptive Prediction. CoRR abs/1509.05760 (2015) - [i29]Dmitry Storcheus, Mehryar Mohri, Afshin Rostamizadeh:
Foundations of Coupled Nonlinear Dimensionality Reduction. CoRR abs/1509.08880 (2015) - 2014
- [j32]Corinna Cortes, Mehryar Mohri:
Domain adaptation and sample bias correction theory and algorithm for regression. Theor. Comput. Sci. 519: 103-126 (2014) - [c96]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri:
Learning Ensembles of Structured Prediction Rules. ACL (1) 2014: 1-12 - [c95]Vitaly Kuznetsov, Mehryar Mohri:
Generalization Bounds for Time Series Prediction with Non-stationary Processes. ALT 2014: 260-274 - [c94]Mehryar Mohri, Andres Muñoz Medina:
Learning Theory and Algorithms for revenue optimization in second price auctions with reserve. ICML 2014: 262-270 - [c93]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri:
Ensemble Methods for Structured Prediction. ICML 2014: 1134-1142 - [c92]
- [c91]Arthur Asuncion, Jac de Haan, Mehryar Mohri, Kayur Patel, Afshin Rostamizadeh, Umar Syed, Lauren Wong:
Corporate learning at scale: lessons from a large online course at google. L@S 2014: 187-188 - [c90]Mehryar Mohri, Scott Yang:
Conditional Swap Regret and Conditional Correlated Equilibrium. NIPS 2014: 1314-1322 - [c89]Mehryar Mohri, Andres Muñoz Medina:
Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers. NIPS 2014: 1871-1879 - [c88]
- [i28]Mehryar Mohri, Michael D. Riley:
On the Disambiguation of Weighted Automata. CoRR abs/1405.0500 (2014) - [i27]Corinna Cortes, Mehryar Mohri, Andres Muñoz Medina:
Adaptation Algorithm and Theory Based on Generalized Discrepancy. CoRR abs/1405.1503 (2014) - [i26]Mehryar Mohri, Andres Muñoz Medina:
Revenue Optimization in Posted-Price Auctions with Strategic Buyers. CoRR abs/1411.6305 (2014) - 2013
- [j31]Mehryar Mohri:
On the Disambiguation of Finite Automata and Functional Transducers. Int. J. Found. Comput. Sci. 24(6): 847-862 (2013) - [j30]Ameet Talwalkar, Sanjiv Kumar, Mehryar Mohri, Henry A. Rowley:
Large-scale SVD and manifold learning. Journal of Machine Learning Research 14(1): 3129-3152 (2013) - [c87]Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh:
Multi-Class Classification with Maximum Margin Multiple Kernel. ICML (3) 2013: 46-54 - [c86]Corinna Cortes, Marius Kloft, Mehryar Mohri:
Learning Kernels Using Local Rademacher Complexity. NIPS 2013: 2760-2768 - [i25]
- [i24]Spencer Greenberg, Mehryar Mohri:
Tight Lower Bound on the Probability of a Binomial Exceeding its Expectation. CoRR abs/1306.1433 (2013) - [i23]Mehryar Mohri, Andres Muñoz Medina:
Learning Theory and Algorithms for Revenue Optimization in Second-Price Auctions with Reserve. CoRR abs/1310.5665 (2013) - [i22]Corinna Cortes, Spencer Greenberg, Mehryar Mohri:
Relative Deviation Learning Bounds and Generalization with Unbounded Loss Functions. CoRR abs/1310.5796 (2013) - 2012
- [b1]Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar:
Foundations of Machine Learning. Adaptive computation and machine learning, MIT Press 2012, ISBN 978-0-262-01825-8, pp. I-XII, 1-412 - [j29]Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh:
Algorithms for Learning Kernels Based on Centered Alignment. Journal of Machine Learning Research 13: 795-828 (2012) - [j28]Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar:
Sampling Methods for the Nyström Method. Journal of Machine Learning Research 13: 981-1006 (2012) - [c85]Mehryar Mohri, Andres Muñoz Medina:
New Analysis and Algorithm for Learning with Drifting Distributions. ALT 2012: 124-138 - [c84]Stephen P. Boyd, Corinna Cortes, Mehryar Mohri, Ana Radovanovic:
Accuracy at the Top. NIPS 2012: 962-970 - [c83]Borja Balle, Mehryar Mohri:
Spectral Learning of General Weighted Automata via Constrained Matrix Completion. NIPS 2012: 2168-2176 - [c82]Mehryar Mohri:
A Disambiguation Algorithm for Finite Automata and Functional Transducers. CIAA 2012: 265-277 - [i21]Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh:
Ensembles of Kernel Predictors. CoRR abs/1202.3712 (2012) - [i20]Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh:
Algorithms for Learning Kernels Based on Centered Alignment. CoRR abs/1203.0550 (2012) - [i19]Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh:
Multiple Source Adaptation and the Renyi Divergence. CoRR abs/1205.2628 (2012) - [i18]Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh:
L2 Regularization for Learning Kernels. CoRR abs/1205.2653 (2012) - [i17]Mehryar Mohri, Andres Muñoz Medina:
New Analysis and Algorithm for Learning with Drifting Distributions. CoRR abs/1205.4343 (2012) - 2011
- [j27]Cyril Allauzen, Mehryar Mohri, Ashish Rastogi:
General Algorithms for Testing the Ambiguity of Finite Automata and the Double-Tape Ambiguity of Finite-State Transducers. Int. J. Found. Comput. Sci. 22(4): 883-904 (2011) - [j26]Cyril Allauzen, Corinna Cortes, Mehryar Mohri:
A Dual Coordinate Descent Algorithm for SVMs Combined with Rational Kernels. Int. J. Found. Comput. Sci. 22(8): 1761-1779 (2011) - [c81]
- [c80]Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh:
Ensembles of Kernel Predictors. UAI 2011: 145-152 - [c79]Mehryar Mohri, Ameet Talwalkar:
Can matrix coherence be efficiently and accurately estimated? AISTATS 2011: 534-542 - [i16]Maxime Crochemore, Lila Kari, Mehryar Mohri, Dirk Nowotka:
Combinatorial and Algorithmic Aspects of Sequence Processing (Dagstuhl Seminar 11081). Dagstuhl Reports 1(2): 47-66 (2011) - 2010
- [j25]Mehryar Mohri, Afshin Rostamizadeh:
Stability Bounds for Stationary phi-mixing and beta-mixing Processes. Journal of Machine Learning Research 11: 789-814 (2010) - [j24]Nir Ailon, Mehryar Mohri:
Preference-based learning to rank. Machine Learning 80(2-3): 189-211 (2010) - [j23]Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein:
Efficient and Robust Music Identification With Weighted Finite-State Transducers. IEEE Trans. Audio, Speech & Language Processing 18(1): 197-207 (2010) - [c78]Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh:
Two-Stage Learning Kernel Algorithms. ICML 2010: 239-246 - [c77]Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh:
Generalization Bounds for Learning Kernels. ICML 2010: 247-254 - [c76]Cyril Allauzen, Shankar Kumar, Wolfgang Macherey, Mehryar Mohri, Michael Riley:
Expected Sequence Similarity Maximization. HLT-NAACL 2010: 957-965 - [c75]Corinna Cortes, Yishay Mansour, Mehryar Mohri:
Learning Bounds for Importance Weighting. NIPS 2010: 442-450 - [c74]Cyril Allauzen, Corinna Cortes, Mehryar Mohri:
Large-Scale Training of SVMs with Automata Kernels. CIAA 2010: 17-27 - [c73]Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Corinna Cortes, Mehryar Mohri:
Half Transductive Ranking. AISTATS 2010: 49-56 - [c72]Corinna Cortes, Mehryar Mohri, Ameet Talwalkar:
On the Impact of Kernel Approximation on Learning Accuracy. AISTATS 2010: 113-120 - [c71]Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein:
Discriminative Topic Segmentation of Text and Speech. AISTATS 2010: 533-540 - [e1]Adam Tauman Kalai, Mehryar Mohri:
COLT 2010 - The 23rd Conference on Learning Theory, Haifa, Israel, June 27-29, 2010. Omnipress 2010, ISBN 978-0-9822529-2-5 [contents] - [i15]
2000 – 2009
- 2009
- [j22]Cyril Allauzen, Mehryar Mohri:
N-Way Composition of Weighted Finite-State Transducers. Int. J. Found. Comput. Sci. 20(4): 613-627 (2009) - [j21]Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein:
General suffix automaton construction algorithm and space bounds. Theor. Comput. Sci. 410(37): 3553-3562 (2009) - [c70]Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh:
Domain Adaptation: Learning Bounds and Algorithms. COLT 2009 - [c69]Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar:
On sampling-based approximate spectral decomposition. ICML 2009: 553-560 - [c68]Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein:
A new quality measure for topic segmentation of text and speech. INTERSPEECH 2009: 2743-2746 - [c67]Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Corinna Cortes, Mehryar Mohri:
Polynomial Semantic Indexing. NIPS 2009: 64-72 - [c66]Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh:
Learning Non-Linear Combinations of Kernels. NIPS 2009: 396-404 - [c65]
- [c64]Gideon Mann, Ryan T. McDonald, Mehryar Mohri, Nathan Silberman, Dan Walker:
Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models. NIPS 2009: 1231-1239 - [c63]Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh:
L2 Regularization for Learning Kernels. UAI 2009: 109-116 - [c62]Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh:
Multiple Source Adaptation and the Rényi Divergence. UAI 2009: 367-374 - [c61]
- [c60]Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar:
Sampling Techniques for the Nystrom Method. AISTATS 2009: 304-311 - [i14]Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh:
Domain Adaptation: Learning Bounds and Algorithms. CoRR abs/0902.3430 (2009) - [i13]Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi:
Stability Analysis and Learning Bounds for Transductive Regression Algorithms. CoRR abs/0904.0814 (2009) - [i12]Cyril Allauzen, Mehryar Mohri:
Linear-Space Computation of the Edit-Distance between a String and a Finite Automaton. CoRR abs/0904.4686 (2009) - [i11]Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh:
New Generalization Bounds for Learning Kernels. CoRR abs/0912.3309 (2009) - 2008
- [j20]Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley:
On the Computation of the Relative Entropy of Probabilistic Automata. Int. J. Found. Comput. Sci. 19(1): 219-242 (2008) - [j19]Leonid Kontorovich, Corinna Cortes, Mehryar Mohri:
Kernel methods for learning languages. Theor. Comput. Sci. 405(3): 223-236 (2008) - [c59]Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh:
Sample Selection Bias Correction Theory. ALT 2008: 38-53 - [c58]
- [c57]Cyril Allauzen, Mehryar Mohri, Ashish Rastogi:
General Algorithms for Testing the Ambiguity of Finite Automata. Developments in Language Theory 2008: 108-120 - [c56]
- [c55]Cyril Allauzen, Mehryar Mohri, Ameet Talwalkar:
Sequence kernels for predicting protein essentiality. ICML 2008: 9-16 - [c54]Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi:
Stability of transductive regression algorithms. ICML 2008: 176-183 - [c53]Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh:
Domain Adaptation with Multiple Sources. NIPS 2008: 1041-1048 - [c52]Mehryar Mohri, Afshin Rostamizadeh:
Rademacher Complexity Bounds for Non-I.I.D. Processes. NIPS 2008: 1097-1104 - [c51]Cyril Allauzen, Mehryar Mohri:
3-Way Composition of Weighted Finite-State Transducers. CIAA 2008: 262-273 - [i10]Cyril Allauzen, Mehryar Mohri:
3-Way Composition of Weighted Finite-State Transducers. CoRR abs/0802.1465 (2008) - [i9]Cyril Allauzen, Mehryar Mohri, Ashish Rastogi:
General Algorithms for Testing the Ambiguity of Finite Automata. CoRR abs/0802.3254 (2008) - [i8]Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh:
Sample Selection Bias Correction Theory. CoRR abs/0805.2775 (2008) - [i7]Mehryar Mohri, Afshin Rostamizadeh:
Stability Bound for Stationary Phi-mixing and Beta-mixing Processes.