Mehryar Mohri

According to our database, Mehryar Mohri authored at least 262 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Top-k Classification and Cardinality-Aware Prediction.

Anqi Mao, Mehryar Mohri, Yutao Zhong

CoRR, 2024

Regression with Multi-Expert Deferral.

Anqi Mao, Mehryar Mohri, Yutao Zhong

CoRR, 2024

H-Consistency Guarantees for Regression.

Anqi Mao, Mehryar Mohri, Yutao Zhong

CoRR, 2024

2023

Principled Approaches for Learning to Defer with Multiple Experts.

Anqi Mao, Mehryar Mohri, Yutao Zhong

CoRR, 2023

Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and Algorithms.

Anqi Mao, Mehryar Mohri, Yutao Zhong

CoRR, 2023

Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention.

Anqi Mao, Mehryar Mohri, Yutao Zhong

CoRR, 2023

Ranking with Abstention.

Anqi Mao, Mehryar Mohri, Yutao Zhong

CoRR, 2023

Differentially Private Domain Adaptation with Theoretical Guarantees.

Raef Bassily, Corinna Cortes, Anqi Mao, Mehryar Mohri

CoRR, 2023

Best-Effort Adaptation.

Pranjal Awasthi, Corinna Cortes, Mehryar Mohri

CoRR, 2023

Two-Stage Learning to Defer with Multiple Experts.

Anqi Mao, Christopher Mohri, Mehryar Mohri, Yutao Zhong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Structured Prediction with Stronger Consistency Guarantees.

Anqi Mao, Mehryar Mohri, Yutao Zhong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

H-Consistency Bounds: Characterization and Extensions.

Anqi Mao, Mehryar Mohri, Yutao Zhong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Cross-Entropy Loss Functions: Theoretical Analysis and Applications.

Anqi Mao, Mehryar Mohri, Yutao Zhong

Proceedings of the International Conference on Machine Learning, 2023

H-Consistency Bounds for Pairwise Misranking Loss Surrogates.

Anqi Mao, Mehryar Mohri, Yutao Zhong

Proceedings of the International Conference on Machine Learning, 2023

Reinforcement Learning Can Be More Efficient with Multiple Rewards.

Christoph Dann, Yishay Mansour, Mehryar Mohri

Proceedings of the International Conference on Machine Learning, 2023

Pseudonorm Approachability and Applications to Regret Minimization.

Christoph Dann, Yishay Mansour, Mehryar Mohri, Jon Schneider, Balasubramanian Sivan

Proceedings of the International Conference on Algorithmic Learning Theory, 2023

Principled Approaches for Private Adaptation from a Public Source.

Raef Bassily, Mehryar Mohri, Ananda Theertha Suresh

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness.

Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Private Domain Adaptation from a Public Source.

Raef Bassily, Mehryar Mohri, Ananda Theertha Suresh

CoRR, 2022

H-Consistency Estimation Error of Surrogate Loss Minimizers.

Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong

CoRR, 2022

Multiple-source adaptation theory and algorithms - addendum.

Judy Hoffman, Mehryar Mohri, Ningshan Zhang

Ann. Math. Artif. Intell., 2022

Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality.

Teodor Vanislavov Marinov, Mehryar Mohri, Julian Zimmert

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Differentially Private Learning with Margin Guarantees.

Raef Bassily, Mehryar Mohri, Ananda Theertha Suresh

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-Class $H$-Consistency Bounds.

Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation.

Christoph Dann, Yishay Mansour, Mehryar Mohri, Ayush Sekhari, Karthik Sridharan

Proceedings of the International Conference on Machine Learning, 2022

H-Consistency Bounds for Surrogate Loss Minimizers.

Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong

Proceedings of the International Conference on Machine Learning, 2022

Strategizing against Learners in Bayesian Games.

Yishay Mansour, Mehryar Mohri, Jon Schneider, Balasubramanian Sivan

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Advances and Open Problems in Federated Learning.

Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Hubert Eichner, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Hang Qi, Daniel Ramage, Ramesh Raskar, Mariana Raykova, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao

Found. Trends Mach. Learn., 2021

On the Existence of the Adversarial Bayes Classifier (Extended Version).

Pranjal Awasthi, Natalie S. Frank, Mehryar Mohri

CoRR, 2021

A Field Guide to Federated Optimization.

Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Agüera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas N. Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horváth, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecný, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtárik, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake E. Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu

CoRR, 2021

A Finer Calibration Analysis for Adversarial Robustness.

Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong

CoRR, 2021

Multiple-source adaptation theory and algorithms.

Ningshan Zhang, Mehryar Mohri, Judy Hoffman

Ann. Math. Artif. Intell., 2021

Agnostic Reinforcement Learning with Low-Rank MDPs and Rich Observations.

Ayush Sekhari, Christoph Dann, Mehryar Mohri, Yishay Mansour, Karthik Sridharan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning with User-Level Privacy.

Daniel Levy, Ziteng Sun, Kareem Amin, Satyen Kale, Alex Kulesza, Mehryar Mohri, Ananda Theertha Suresh

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Breaking the centralized barrier for cross-device federated learning.

Sai Praneeth Karimireddy, Martin Jaggi, Satyen Kale, Mehryar Mohri, Sashank J. Reddi, Sebastian U. Stich, Ananda Theertha Suresh

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Provably Efficient Model-Free Posterior Sampling Method for Episodic Reinforcement Learning.

Christoph Dann, Mehryar Mohri, Tong Zhang, Julian Zimmert

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning.

Christoph Dann, Teodor Vanislavov Marinov, Mehryar Mohri, Julian Zimmert

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Boosting with Multiple Sources.

Corinna Cortes, Mehryar Mohri, Dmitry Storcheus, Ananda Theertha Suresh

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Calibration and Consistency of Adversarial Surrogate Losses.

Pranjal Awasthi, Natalie Frank, Anqi Mao, Mehryar Mohri, Yutao Zhong

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On the Existence of The Adversarial Bayes Classifier.

Pranjal Awasthi, Natalie Frank, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Communication-Efficient Agnostic Federated Averaging.

Jae Ro, Mingqing Chen, Rajiv Mathews, Mehryar Mohri, Ananda Theertha Suresh

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

A Discriminative Technique for Multiple-Source Adaptation.

Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh, Ningshan Zhang

Proceedings of the 38th International Conference on Machine Learning, 2021

Relative Deviation Margin Bounds.

Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh

Proceedings of the 38th International Conference on Machine Learning, 2021

A Theory of Multiple-Source Adaptation with Limited Target Labeled Data.

Yishay Mansour, Mehryar Mohri, Jae Ro, Ananda Theertha Suresh, Ke Wu

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Corralling Stochastic Bandit Algorithms.

Raman Arora, Teodor Vanislavov Marinov, Mehryar Mohri

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Multiple-Source Adaptation with Domain Classifiers.

Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh, Ningshan Zhang

CoRR, 2020

Beyond Individual and Group Fairness.

Pranjal Awasthi, Corinna Cortes, Yishay Mansour, Mehryar Mohri

CoRR, 2020

Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning.

Sai Praneeth Karimireddy, Martin Jaggi, Satyen Kale, Mehryar Mohri, Sashank J. Reddi, Sebastian U. Stich, Ananda Theertha Suresh

CoRR, 2020

On the Rademacher Complexity of Linear Hypothesis Sets.

Pranjal Awasthi, Natalie Frank, Mehryar Mohri

CoRR, 2020

A Theory of Multiple-Source Adaptation with Limited Target Labeled Data.

Yishay Mansour, Mehryar Mohri, Ananda Theertha Suresh, Ke Wu

CoRR, 2020

Three Approaches for Personalization with Applications to Federated Learning.

Yishay Mansour, Mehryar Mohri, Jae Ro, Ananda Theertha Suresh

CoRR, 2020

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

Vitaly Kuznetsov, Mehryar Mohri

Ann. Math. Artif. Intell., 2020

Adapting to Misspecification in Contextual Bandits.

Dylan J. Foster, Claudio Gentile, Mehryar Mohri, Julian Zimmert

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Reinforcement Learning with Feedback Graphs.

Christoph Dann, Yishay Mansour, Mehryar Mohri, Ayush Sekhari, Karthik Sridharan

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Agnostic Learning with Multiple Objectives.

Corinna Cortes, Mehryar Mohri, Javier Gonzalvo, Dmitry Storcheus

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

PAC-Bayes Learning Bounds for Sample-Dependent Priors.

Pranjal Awasthi, Satyen Kale, Stefani Karp, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

SCAFFOLD: Stochastic Controlled Averaging for Federated Learning.

Sai Praneeth Karimireddy, Satyen Kale, Mehryar Mohri, Sashank J. Reddi, Sebastian U. Stich, Ananda Theertha Suresh

Proceedings of the 37th International Conference on Machine Learning, 2020

FedBoost: A Communication-Efficient Algorithm for Federated Learning.

Jenny Hamer, Mehryar Mohri, Ananda Theertha Suresh

Proceedings of the 37th International Conference on Machine Learning, 2020

Online Learning with Dependent Stochastic Feedback Graphs.

Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang

Proceedings of the 37th International Conference on Machine Learning, 2020

Adaptive Region-Based Active Learning.

Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang

Proceedings of the 37th International Conference on Machine Learning, 2020

Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks.

Pranjal Awasthi, Natalie Frank, Mehryar Mohri

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Adaptation Based on Generalized Discrepancy.

Corinna Cortes, Mehryar Mohri, Andrés Muñoz Medina

J. Mach. Learn. Res., 2019

Advances and Open Problems in Federated Learning.

Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao

CoRR, 2019

SCAFFOLD: Stochastic Controlled Averaging for On-Device Federated Learning.

Sai Praneeth Karimireddy, Satyen Kale, Mehryar Mohri, Sashank J. Reddi, Sebastian U. Stich, Ananda Theertha Suresh

CoRR, 2019

AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles.

Charles Weill, Javier Gonzalvo, Vitaly Kuznetsov, Scott Yang, Scott Yak, Hanna Mazzawi, Eugen Hotaj, Ghassen Jerfel, Vladimir Macko, Ben Adlam, Mehryar Mohri, Corinna Cortes

CoRR, 2019

Relative deviation learning bounds and generalization with unbounded loss functions.

Corinna Cortes, Spencer Greenberg, Mehryar Mohri

Ann. Math. Artif. Intell., 2019

Hypothesis Set Stability and Generalization.

Dylan J. Foster, Spencer Greenberg, Satyen Kale, Haipeng Luo, Mehryar Mohri, Karthik Sridharan

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Regularized Gradient Boosting.

Corinna Cortes, Mehryar Mohri, Dmitry Storcheus

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Bandits with Feedback Graphs and Switching Costs.

Raman Arora, Teodor Vanislavov Marinov, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning GANs and Ensembles Using Discrepancy.

Ben Adlam, Corinna Cortes, Mehryar Mohri, Ningshan Zhang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Agnostic Federated Learning.

Mehryar Mohri, Gary Sivek, Ananda Theertha Suresh

Proceedings of the 36th International Conference on Machine Learning, 2019

Active Learning with Disagreement Graphs.

Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Ningshan Zhang, Claudio Gentile

Proceedings of the 36th International Conference on Machine Learning, 2019

Online Learning with Sleeping Experts and Feedback Graphs.

Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang

Proceedings of the 36th International Conference on Machine Learning, 2019

Online Non-Additive Path Learning under Full and Partial Information.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred K. Warmuth

Proceedings of the Algorithmic Learning Theory, 2019

Region-Based Active Learning.

Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Generalization bounds for learning weighted automata.

Borja Balle, Mehryar Mohri

Theor. Comput. Sci., 2018

Theory and Algorithms for Forecasting Time Series.

Vitaly Kuznetsov, Mehryar Mohri

CoRR, 2018

Algorithms and Theory for Multiple-Source Adaptation.

Judy Hoffman, Mehryar Mohri, Ningshan Zhang

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Dmitry Storcheus, Scott Yang

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Policy Regret in Repeated Games.

Raman Arora, Michael Dinitz, Teodor Vanislavov Marinov, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Online Learning with Abstention.

Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang

Proceedings of the 35th International Conference on Machine Learning, 2018

Logistic Regression: The Importance of Being Improper.

Dylan J. Foster, Satyen Kale, Haipeng Luo, Mehryar Mohri, Karthik Sridharan

Proceedings of the Conference On Learning Theory, 2018

Competing with Automata-based Expert Sequences.

Mehryar Mohri, Scott Yang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

A disambiguation algorithm for weighted automata.

Mehryar Mohri, Michael D. Riley

Theor. Comput. Sci., 2017

Generalization bounds for non-stationary mixing processes.

Vitaly Kuznetsov, Mehryar Mohri

Mach. Learn., 2017

Multiple-Source Adaptation for Regression Problems.

Judy Hoffman, Mehryar Mohri, Ningshan Zhang

CoRR, 2017

Online Learning with Expert Automata.

Mehryar Mohri, Scott Yang

CoRR, 2017

On-line Learning with Abstention.

Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Scott Yang

CoRR, 2017

Online Learning with Transductive Regret.

Scott Yang, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Discriminative State Space Models.

Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Parameter-Free Online Learning via Model Selection.

Dylan J. Foster, Satyen Kale, Mehryar Mohri, Karthik Sridharan

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

AdaNet: Adaptive Structural Learning of Artificial Neural Networks.

Corinna Cortes, Xavier Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Learning Algorithms for Second-Price Auctions with Reserve.

Mehryar Mohri, Andres Muñoz Medina

J. Mach. Learn. Res., 2016

Structured Prediction Theory and Voted Risk Minimization.

Corinna Cortes, Mehryar Mohri, Vitaly Kuznetsov, Scott Yang

CoRR, 2016

Generalization Bounds for Weighted Automata.

Borja Balle, Mehryar Mohri

CoRR, 2016

Adaptive Algorithms and Data-Dependent Guarantees for Bandit Convex Optimization.

Scott Yang, Mehryar Mohri

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Optimistic Bandit Convex Optimization.

Scott Yang, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Structured Prediction Theory Based on Factor Graph Complexity.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Boosting with Abstention.

Corinna Cortes, Giulia DeSalvo, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Learning N-Gram Language Models from Uncertain Data.

Vitaly Kuznetsov, Hank Liao, Mehryar Mohri, Michael Riley, Brian Roark

Proceedings of the Interspeech 2016, 2016

Time series prediction and online learning.

Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the 29th Conference on Learning Theory, 2016

Structural Online Learning.

Mehryar Mohri, Scott Yang

Proceedings of the Algorithmic Learning Theory - 27th International Conference, 2016

Learning with Rejection.

Corinna Cortes, Giulia DeSalvo, Mehryar Mohri

Proceedings of the Algorithmic Learning Theory - 27th International Conference, 2016

Accelerating Online Convex Optimization via Adaptive Prediction.

Mehryar Mohri, Scott Yang

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

Random Composite Forests.

Giulia DeSalvo, Mehryar Mohri

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Foundations of Coupled Nonlinear Dimensionality Reduction.

Dmitry Storcheus, Mehryar Mohri, Afshin Rostamizadeh

CoRR, 2015

Accelerating Optimization via Adaptive Prediction.

Mehryar Mohri, Scott Yang

CoRR, 2015

Voted Kernel Regularization.

Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri

CoRR, 2015

On the Disambiguation of Weighted Automata.

Mehryar Mohri, Michael D. Riley

Proceedings of the Implementation and Application of Automata, 2015

Non-parametric Revenue Optimization for Generalized Second Price auctions..

Mehryar Mohri, Andres Muñoz Medina

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Generalization Bounds for Supervised Dimensionality Reduction.

Mehryar Mohri, Afshin Rostamizadeh, Dmitry Storcheus

Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, 2015

Revenue Optimization against Strategic Buyers.

Mehryar Mohri, Andres Muñoz Medina

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Learning Theory and Algorithms for Forecasting Non-stationary Time Series.

Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Kernel Extraction via Voted Risk Minimization.

Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, 2015

Adaptation Algorithm and Theory Based on Generalized Discrepancy.

Corinna Cortes, Mehryar Mohri, Andres Muñoz Medina

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Automata and graph compression.

Mehryar Mohri, Michael Riley, Ananda Theertha Suresh

Proceedings of the IEEE International Symposium on Information Theory, 2015

Structural Maxent Models.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar Syed

Proceedings of the 32nd International Conference on Machine Learning, 2015

On-Line Learning Algorithms for Path Experts with Non-Additive Losses.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Manfred K. Warmuth

Proceedings of The 28th Conference on Learning Theory, 2015

Learning Weighted Automata.

Borja Balle, Mehryar Mohri

Proceedings of the Algebraic Informatics - 6th International Conference, 2015

Learning with Deep Cascades.

Giulia DeSalvo, Mehryar Mohri, Umar Syed

Proceedings of the Algorithmic Learning Theory - 26th International Conference, 2015

On the Rademacher Complexity of Weighted Automata.

Borja Balle, Mehryar Mohri

Proceedings of the Algorithmic Learning Theory - 26th International Conference, 2015

2014

Domain adaptation and sample bias correction theory and algorithm for regression.

Corinna Cortes, Mehryar Mohri

Theor. Comput. Sci., 2014

Revenue Optimization in Posted-Price Auctions with Strategic Buyers.

Mehryar Mohri, Andres Muñoz Medina

CoRR, 2014

Conditional Swap Regret and Conditional Correlated Equilibrium.

Mehryar Mohri, Scott Yang

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers.

Mehryar Mohri, Andres Muñoz Medina

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Multi-Class Deep Boosting.

Vitaly Kuznetsov, Mehryar Mohri, Umar Syed

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Corporate learning at scale: lessons from a large online course at google.

Arthur Asuncion, Jac de Haan, Mehryar Mohri, Kayur Patel, Afshin Rostamizadeh, Umar Syed, Lauren Wong

Proceedings of the First (2014) ACM Conference on Learning @ Scale, 2014

Learning Theory and Algorithms for revenue optimization in second price auctions with reserve.

Mehryar Mohri, Andres Muñoz Medina

Proceedings of the 31th International Conference on Machine Learning, 2014

Deep Boosting.

Corinna Cortes, Mehryar Mohri, Umar Syed

Proceedings of the 31th International Conference on Machine Learning, 2014

Ensemble Methods for Structured Prediction.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the 31th International Conference on Machine Learning, 2014

Generalization Bounds for Time Series Prediction with Non-stationary Processes.

Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the Algorithmic Learning Theory - 25th International Conference, 2014

Learning Ensembles of Structured Prediction Rules.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Large-scale SVD and manifold learning.

Ameet Talwalkar, Sanjiv Kumar, Mehryar Mohri, Henry A. Rowley

J. Mach. Learn. Res., 2013

On the Disambiguation of Finite Automata and Functional Transducers.

Mehryar Mohri

Int. J. Found. Comput. Sci., 2013

Perceptron Mistake Bounds

Mehryar Mohri, Afshin Rostamizadeh

CoRR, 2013

Tight Lower Bound on the Probability of a Binomial Exceeding its Expectation.

Spencer Greenberg, Mehryar Mohri

CoRR, 2013

Learning Kernels Using Local Rademacher Complexity.

Corinna Cortes, Marius Kloft, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Multi-Class Classification with Maximum Margin Multiple Kernel.

Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Sampling Methods for the Nyström Method.

Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar

J. Mach. Learn. Res., 2012

Algorithms for Learning Kernels Based on Centered Alignment.

Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

J. Mach. Learn. Res., 2012

A Disambiguation Algorithm for Finite Automata and Functional Transducers.

Mehryar Mohri

Proceedings of the Implementation and Application of Automata, 2012

Accuracy at the Top.

Stephen P. Boyd, Corinna Cortes, Mehryar Mohri, Ana Radovanovic

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Spectral Learning of General Weighted Automata via Constrained Matrix Completion.

Borja Balle, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

New Analysis and Algorithm for Learning with Drifting Distributions.

Mehryar Mohri, Andres Muñoz Medina

Proceedings of the Algorithmic Learning Theory - 23rd International Conference, 2012

Foundations of Machine Learning.

Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar

Adaptive computation and machine learning, MIT Press, ISBN: 978-0-262-01825-8, 2012

2011

Can matrix coherence be efficiently and accurately estimated?

Mehryar Mohri, Ameet Talwalkar

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

General Algorithms for Testing the Ambiguity of Finite Automata and the Double-Tape Ambiguity of Finite-State Transducers.

Cyril Allauzen, Mehryar Mohri, Ashish Rastogi

Int. J. Found. Comput. Sci., 2011

A Dual Coordinate Descent Algorithm for SVMs Combined with Rational Kernels.

Cyril Allauzen, Corinna Cortes, Mehryar Mohri

Int. J. Found. Comput. Sci., 2011

Combinatorial and Algorithmic Aspects of Sequence Processing (Dagstuhl Seminar 11081).

Maxime Crochemore, Lila Kari, Mehryar Mohri, Dirk Nowotka

Dagstuhl Reports, 2011

Ensembles of Kernel Predictors.

Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

Proceedings of the UAI 2011, 2011

Domain Adaptation in Regression.

Corinna Cortes, Mehryar Mohri

Proceedings of the Algorithmic Learning Theory - 22nd International Conference, 2011

2010

Efficient and Robust Music Identification With Weighted Finite-State Transducers.

Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein

IEEE Trans. Speech Audio Process., 2010

Preference-based learning to rank.

Nir Ailon, Mehryar Mohri

Mach. Learn., 2010

Stability Bounds for Stationary phi-mixing and beta-mixing Processes.

Mehryar Mohri, Afshin Rostamizadeh

J. Mach. Learn. Res., 2010

Discriminative Topic Segmentation of Text and Speech.

Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

On the Impact of Kernel Approximation on Learning Accuracy.

Corinna Cortes, Mehryar Mohri, Ameet Talwalkar

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Half Transductive Ranking.

Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Corinna Cortes, Mehryar Mohri

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

On the Estimation of Coherence

Mehryar Mohri, Ameet Talwalkar

CoRR, 2010

Large-Scale Training of SVMs with Automata Kernels.

Cyril Allauzen, Corinna Cortes, Mehryar Mohri

Proceedings of the Implementation and Application of Automata, 2010

Learning Bounds for Importance Weighting.

Corinna Cortes, Yishay Mansour, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Expected Sequence Similarity Maximization.

Cyril Allauzen, Shankar Kumar, Wolfgang Macherey, Mehryar Mohri, Michael Riley

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Generalization Bounds for Learning Kernels.

Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Two-Stage Learning Kernel Algorithms.

Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2009

General suffix automaton construction algorithm and space bounds.

Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein

Theor. Comput. Sci., 2009

Sampling Techniques for the Nystrom Method.

Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Gaussian Margin Machines.

Koby Crammer, Mehryar Mohri, Fernando Pereira

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

N-Way Composition of Weighted Finite-State Transducers.

Cyril Allauzen, Mehryar Mohri

Int. J. Found. Comput. Sci., 2009

New Generalization Bounds for Learning Kernels

Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

CoRR, 2009

Linear-Space Computation of the Edit-Distance between a String and a Finite Automaton

Cyril Allauzen, Mehryar Mohri

CoRR, 2009

Stability Analysis and Learning Bounds for Transductive Regression Algorithms

Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi

CoRR, 2009

Multiple Source Adaptation and the Rényi Divergence.

Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh

Proceedings of the UAI 2009, 2009

L2 Regularization for Learning Kernels.

Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

Proceedings of the UAI 2009, 2009

Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models.

Gideon Mann, Ryan T. McDonald, Mehryar Mohri, Nathan Silberman, Dan Walker

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Ensemble Nystrom Method.

Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Learning Non-Linear Combinations of Kernels.

Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Polynomial Semantic Indexing.

Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Corinna Cortes, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

A new quality measure for topic segmentation of text and speech.

Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein

Proceedings of the INTERSPEECH 2009, 2009

On sampling-based approximate spectral decomposition.

Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Domain Adaptation: Learning Bounds and Algorithms.

Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh

Proceedings of the COLT 2009, 2009

2008

Kernel methods for learning languages.

Leonid Kontorovich, Corinna Cortes, Mehryar Mohri

Theor. Comput. Sci., 2008

On the Computation of the Relative Entropy of Probabilistic Automata.

Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley

Int. J. Found. Comput. Sci., 2008

Stability Bound for Stationary Phi-mixing and Beta-mixing Processes

Mehryar Mohri, Afshin Rostamizadeh

CoRR, 2008

3-Way Composition of Weighted Finite-State Transducers.

Cyril Allauzen, Mehryar Mohri

Proceedings of the Implementation and Applications of Automata, 2008

Rademacher Complexity Bounds for Non-I.I.D. Processes.

Mehryar Mohri, Afshin Rostamizadeh

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Domain Adaptation with Multiple Sources.

Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Stability of transductive regression algorithms.

Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi

Proceedings of the Machine Learning, 2008

Sequence kernels for predicting protein essentiality.

Cyril Allauzen, Mehryar Mohri, Ameet Talwalkar

Proceedings of the Machine Learning, 2008

Learning with Weighted Transducers.

Corinna Cortes, Mehryar Mohri

Proceedings of the Finite-State Methods and Natural Language Processing, 2008

General Algorithms for Testing the Ambiguity of Finite Automata.

Cyril Allauzen, Mehryar Mohri, Ashish Rastogi

Proceedings of the Developments in Language Theory, 12th International Conference, 2008

An Efficient Reduction of Ranking to Classification.

Nir Ailon, Mehryar Mohri

Proceedings of the 21st Annual Conference on Learning Theory, 2008

Sample Selection Bias Correction Theory.

Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh

Proceedings of the Algorithmic Learning Theory, 19th International Conference, 2008

2007

L_P Distance and Equivalence of Probabilistic Automata.

Corinna Cortes, Mehryar Mohri, Ashish Rastogi

Int. J. Found. Comput. Sci., 2007

Factor Automata of Automata and Applications.

Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein

Proceedings of the Implementation and Application of Automata, 2007

OpenFst: A General and Efficient Weighted Finite-State Transducer Library.

Cyril Allauzen, Michael Riley, Johan Schalkwyk, Wojciech Skut, Mehryar Mohri

Proceedings of the Implementation and Application of Automata, 2007

An Alternative Ranking Problem for Search Engines.

Corinna Cortes, Mehryar Mohri, Ashish Rastogi

Proceedings of the Experimental Algorithms, 6th International Workshop, 2007

Stability Bounds for Non-i.i.d. Processes.

Mehryar Mohri, Afshin Rostamizadeh

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Robust Music Identification, Detection, and Analysis.

Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Magnitude-preserving ranking algorithms.

Corinna Cortes, Mehryar Mohri, Ashish Rastogi

Proceedings of the Machine Learning, 2007

Learning Languages with Rational Kernels.

Corinna Cortes, Leonid Kontorovich, Mehryar Mohri

Proceedings of the Learning Theory, 20th Annual Conference on Learning Theory, 2007

2006

On the Computation of Some Standard Distances Between Probabilistic Automata.

Corinna Cortes, Mehryar Mohri, Ashish Rastogi

Proceedings of the Implementation and Application of Automata, 2006

On Transductive Regression.

Corinna Cortes, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Probabilistic Context-Free Grammar Induction Based on Structural Zeros.

Mehryar Mohri, Brian Roark

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

A Unified Construction of the Glushkov, Follow, and Antimirov Automata.

Cyril Allauzen, Mehryar Mohri

Proceedings of the Mathematical Foundations of Computer Science 2006, 2006

Efficient Computation of the Relative Entropy of Probabilistic Automata.

Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley

Proceedings of the LATIN 2006: Theoretical Informatics, 2006

Learning Linearly Separable Languages.

Leonid Kontorovich, Corinna Cortes, Mehryar Mohri

Proceedings of the Algorithmic Learning Theory, 17th International Conference, 2006

2005

Moment Kernels for Regular Distributions.

Corinna Cortes, Mehryar Mohri

Mach. Learn., 2005

The design principles and algorithms of a weighted grammar library.

Cyril Allauzen, Mehryar Mohri, Brian Roark

Int. J. Found. Comput. Sci., 2005

Weighted Automata in Text and Speech Processing

Mehryar Mohri, Fernando Pereira, Michael Riley

CoRR, 2005

A general regression technique for learning transductions.

Corinna Cortes, Mehryar Mohri, Jason Weston

Proceedings of the Machine Learning, 2005

A Comparison of Classifiers for Detecting Emotion from Speech.

Izhak Shafran, Mehryar Mohri

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Multi-armed Bandit Algorithms and Empirical Evaluation.

Joannès Vermorel, Mehryar Mohri

Proceedings of the Machine Learning: ECML 2005, 2005

Margin-Based Ranking Meets Boosting in the Middle.

Cynthia Rudin, Corinna Cortes, Mehryar Mohri, Robert E. Schapire

Proceedings of the Learning Theory, 18th Annual Conference on Learning Theory, 2005

2004

An optimal pre-determinization algorithm for weighted transducers.

Cyril Allauzen, Mehryar Mohri

Theor. Comput. Sci., 2004

Rational Kernels: Theory and Algorithms.

Corinna Cortes, Patrick Haffner, Mehryar Mohri

J. Mach. Learn. Res., 2004

A General Weighted Grammar Library.

Cyril Allauzen, Mehryar Mohri, Brian Roark

Proceedings of the Implementation and Application of Automata, 2004

Confidence Intervals for the Area Under the ROC Curve.

Corinna Cortes, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Distribution kernels based on moments of counts.

Corinna Cortes, Mehryar Mohri

Proceedings of the Machine Learning, 2004

A generalized construction of integrated speech recognition transducers.

Cyril Allauzen, Mehryar Mohri, Michael Riley, Brian Roark

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Statistical Modeling for Unit Selection in Speech Synthesis.

Mehryar Mohri, Cyril Allauzen, Michael Riley

Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2003

Efficient Algorithms for Testing the Twins Property.

Cyril Allauzen, Mehryar Mohri

J. Autom. Lang. Comb., 2003

Edit-Distance Of Weighted Automata: General Definitions And Algorithms.

Mehryar Mohri

Int. J. Found. Comput. Sci., 2003

Finitely Subsequential Transducers.

Cyril Allauzen, Mehryar Mohri

Int. J. Found. Comput. Sci., 2003

An Efficient Pre-determinization Algorithm.

Cyril Allauzen, Mehryar Mohri

Proceedings of the Implementation and Application of Automata, 2003

AUC Optimization vs. Error Rate Minimization.

Corinna Cortes, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Weighted automata kernels - general framework and algorithms.

Corinna Cortes, Patrick Haffner, Mehryar Mohri

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Lattice kernels for spoken-dialog classification.

Corinna Cortes, Patrick Haffner, Mehryar Mohri

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Generalized optimization algorithm for speech recognition transducers.

Cyril Allauzen, Mehryar Mohri

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Learning from Uncertain Data.

Mehryar Mohri

Proceedings of the Computational Learning Theory and Kernel Machines, 2003

Positive Definite Rational Kernels.

Corinna Cortes, Patrick Haffner, Mehryar Mohri

Proceedings of the Computational Learning Theory and Kernel Machines, 2003

Generalized Algorithms for Constructing Statistical Language Models.

Cyril Allauzen, Mehryar Mohri, Brian Roark

Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

2002

Semiring Frameworks and Algorithms for Shortest-Distance Problems.

Mehryar Mohri

J. Autom. Lang. Comb., 2002

Generic e-Removal and Input e-Normalization Algorithms for Weighted Transducers.

Mehryar Mohri

Int. J. Found. Comput. Sci., 2002

Weighted finite-state transducers in speech recognition.

Mehryar Mohri, Fernando Pereira, Michael Riley

Comput. Speech Lang., 2002

Edit-Distance of Weighted Automata.

Mehryar Mohri

Proceedings of the Implementation and Application of Automata, 2002

p-Subsequentiable Transducers.

Cyril Allauzen, Mehryar Mohri

Proceedings of the Implementation and Application of Automata, 2002

Rational Kernels.

Corinna Cortes, Patrick Haffner, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

An efficient algorithm for the n-best-strings problem.

Mehryar Mohri, Michael Riley

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

A comparison of two LVR search optimization techniques.

Stephan Kanthak, Hermann Ney, Michael Riley, Mehryar Mohri

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2001

A weight pushing algorithm for large vocabulary speech recognition.

Mehryar Mohri, Michael Riley

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000

The Design Principles of a Weighted Finite-State Transducer Library.

Mehryar Mohri, Fernando C. N. Pereira, Michael Riley

Theor. Comput. Sci., 2000

Minimization algorithms for sequential transducers.

Mehryar Mohri

Theor. Comput. Sci., 2000

Context-Free Recognition with Weighted Automata.

Corinna Cortes, Mehryar Mohri

Grammars, 2000

Generic epsilon -Removal Algorithm for Weighted Automata.

Mehryar Mohri

Proceedings of the Implementation and Application of Automata, 2000

1999

Network optimizations for large-vocabulary speech recognition.

Mehryar Mohri, Michael Riley

Speech Commun., 1999

Integrated context-dependent networks in very large vocabulary speech recognition.

Mehryar Mohri, Michael Riley

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Rapid unit selection from a large speech corpus for concatenative speech synthesis.

Mark C. Beutnagel, Mehryar Mohri, Michael Riley

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998

VPQ: a spoken language interface to large scale directory information.

Bruce Buntschuh, Candace A. Kamm, Giuseppe Di Fabbrizio, Alicia Abella, Mehryar Mohri, Shrikanth S. Narayanan, Ilija Zeljkovic, R. Doug Sharp, Jeremy H. Wright, S. Marcus, J. Shaffer, R. Duncan, Jay G. Wilpon

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Full expansion of context-dependent networks in large vocabulary speech recognition.

Mehryar Mohri, Michael Riley, Donald Hindle, Andrej Ljolje, Fernando C. N. Pereira

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Dynamic Compilation of Weighted Context-Free Grammars.

Mehryar Mohri, Fernando C. N. Pereira

Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998

1997

String-Matching with Automata.

Mehryar Mohri

Nord. J. Comput., 1997

Finite-State Transducers in Language and Speech Processing.

Mehryar Mohri

Comput. Linguistics, 1997

A Rational Design for a Weighted Finite-State Transducer Library.

Mehryar Mohri, Fernando C. N. Pereira, Michael Riley

Proceedings of the Automata Implementation, 1997

Transducer composition for context-dependent network expansion.

Michael Riley, Fernando Pereira, Mehryar Mohri

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Weighted determinization and minimization for large vocabulary speech recognition.

Mehryar Mohri, Michael Riley

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

1996

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

Mehryar Mohri

Nat. Lang. Eng., 1996

Algorithms for Speech Recognition and Language Processing

Mehryar Mohri, Michael Riley, Richard Sproat

CoRR, 1996

An Efficient Compiler for Weighted Rewrite Rules.

Mehryar Mohri, Richard Sproat

Proceedings of the 34th Annual Meeting of the Association for Computational Linguistics, 1996

1995

Computation of French Temporal Expressions to Query Databases.

Denis Maurel, Mehryar Mohri

Proceedings of the First International Workshop on Applications of Natural Language to Data Bases, 1995

Matching Patterns of An Automaton.

Mehryar Mohri

Proceedings of the Combinatorial Pattern Matching, 6th Annual Symposium, 1995

1994

Syntactic Analysis by Local Grammars Automata: an Efficient Algorithm.

Mehryar Mohri

CoRR, 1994

Minimization of Sequential Transducers.

Mehryar Mohri

Proceedings of the Combinatorial Pattern Matching, 5th Annual Symposium, 1994

Compact Representations by Finite-State Transducers.

Mehryar Mohri

Proceedings of the 32nd Annual Meeting of the Association for Computational Linguistics, 1994