Corinna Cortes

Isabelle Guyon, Harris Drucker, Yann LeCun, 1994, Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5).

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

Ghassen Jerfel, Ben Adlam, Mehryar Mohri, 2019, ArXiv.

On the Computation of Some Standard Distances Between Probabilistic Automata

Mehryar Mohri, Corinna Cortes, Ashish Rastogi, 2006, CIAA.

Multi-Armed Bandits with Non-Stationary Rewards pdf

Mehryar Mohri, Corinna Cortes, Giulia DeSalvo, 2017, ArXiv.

Communities of interest

Corinna Cortes, Chris Volinsky, Daryl Pregibon, 2001, Intell. Data Anal..

Magnitude-preserving ranking algorithms

Mehryar Mohri, Corinna Cortes, Ashish Rastogi, 2007, ICML '07.

Learning Non-Linear Combinations of Kernels

Mehryar Mohri, Corinna Cortes, Afshin Rostamizadeh, 2009, NIPS.

An Alternative Ranking Problem for Search Engines

Mehryar Mohri, Corinna Cortes, Ashish Rastogi, 2007, WEA.

Relative Deviation Margin Bounds pdf

Corinna Cortes, Ananda Theertha Suresh, Mehryar Mohri, 2020, ICML.

Non-Additive Path Learning under Full and Partial Information pdf

Mehryar Mohri, Manfred K. Warmuth, Corinna Cortes, 2018 .

Stability of transductive regression algorithms

Mehryar Mohri, Corinna Cortes, Ashish Rastogi, 2008, ICML '08.

Confidence Intervals for the Area Under the ROC Curve

Mehryar Mohri, Corinna Cortes, M. Mohri, 2004, NIPS.

Learning Curves: Asymptotic Values and Rate of Convergence

Lawrence D. Jackel, Corinna Cortes, Sara A. Solla, 1993, NIPS.

Efficient Computation of the Relative Entropy of Probabilistic Automata

Mehryar Mohri, Michael Riley, Corinna Cortes, 2006, LATIN.

Structured Prediction Theory Based on Factor Graph Complexity

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2016, NIPS.

Learning sequence kernels

Mehryar Mohri, Corinna Cortes, Afshin Rostamizadeh, 2008 .

Voted Kernel Regularization pdf

Mehryar Mohri, Prasoon Goyal, Corinna Cortes, 2015, ArXiv.

Beyond Individual and Group Fairness pdf

Yishay Mansour, Corinna Cortes, Pranjal Awasthi, 2020, ArXiv.

Half Transductive Ranking

Jason Weston, Bing Bai, Mehryar Mohri, 2010, AISTATS.

Active Learning with Disagreement Graphs

Claudio Gentile, Mehryar Mohri, Corinna Cortes, 2019, ICML.

Adaptation Algorithm and Theory Based on Generalized Discrepancy

Mehryar Mohri, Corinna Cortes, Andres Muñoz Medina, 2014, KDD.

Des algorithmes d'apprentissage pour mieux classifier

Mehryar Mohri, Corinna Cortes, Patrick Haffner, 2009 .

Margin-Based Ranking Meets Boosting in the Middle

Cynthia Rudin, Mehryar Mohri, Robert E. Schapire, 2005, COLT.

Capacity and Complexity Control in Predicting the Spread Between Borrowing and Lending Interest Rates

Harris Drucker, Corinna Cortes, Vladimir Vapnik, 1995, KDD.

Learning Kernels Using Local Rademacher Complexity

Marius Kloft, Mehryar Mohri, Corinna Cortes, 2013, NIPS.

Discrepancy-Based Algorithms for Non-Stationary Rested Bandits

Mehryar Mohri, Corinna Cortes, Giulia DeSalvo, 2017, 1710.10657.

On-line Learning Approach to Ensemble Methods for Structured Prediction

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2014 .

Algorithms for Learning Kernels Based on Centered Alignment

Mehryar Mohri, Corinna Cortes, Afshin Rostamizadeh, 2012, J. Mach. Learn. Res..

Weighted automata kernels - general framework and algorithms

Mehryar Mohri, Corinna Cortes, Patrick Haffner, 2003, INTERSPEECH.

Limits on Learning Machine Accuracy Imposed by Data Quality

Lawrence D. Jackel, Corinna Cortes, Wan-Ping Chiang, 1995, KDD.

Kernel Extraction via Voted Risk Minimization

Mehryar Mohri, Prasoon Goyal, Corinna Cortes, 2015, FE@NIPS.

Learning Languages with Rational Kernels

Mehryar Mohri, Aryeh Kontorovich, Corinna Cortes, 2007, COLT.

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

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2018, NeurIPS.

Domain Adaptation in Regression

Mehryar Mohri, Corinna Cortes, M. Mohri, 2011, ALT.

Hancock: A language for analyzing transactional data streams

Anne Rogers, Corinna Cortes, Daryl Pregibon, 2004, TOPL.

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

Mehryar Mohri, Manfred K. Warmuth, Corinna Cortes, 2015, COLT.

Regularized Gradient Boosting

Mehryar Mohri, Corinna Cortes, Dmitry Storcheus, 2019, NeurIPS.

A general regression technique for learning transductions

Jason Weston, Mehryar Mohri, Corinna Cortes, 2005, ICML '05.

Multi-Class Classification with Maximum Margin Multiple Kernel

Mehryar Mohri, Corinna Cortes, Afshin Rostamizadeh, 2013, ICML.

Learning with Weighted Transducers

Mehryar Mohri, Corinna Cortes, 2008, FSMNLP.

Boosting and Other Ensemble Methods

Harris Drucker, Lawrence D. Jackel, Yann LeCun, 1994, Neural Computation.

On-line Learning with Abstention pdf

Mehryar Mohri, Corinna Cortes, Giulia DeSalvo, 2017, ArXiv.

Region-Based Active Learning

Claudio Gentile, Mehryar Mohri, Corinna Cortes, 2019, AISTATS.

A Machine Learning Framework for Spoken-Dialog Classification

Mehryar Mohri, Corinna Cortes, Patrick Haffner, 2008 .

Online Learning with Dependent Stochastic Feedback Graphs

Claudio Gentile, Corinna Cortes, Giulia DeSalvo, 2020, ICML.

Understanding the Effects of Batching in Online Active Learning

Corinna Cortes, Giulia DeSalvo, Afshin Rostamizadeh, 2020, AISTATS.

Domain adaptation and sample bias correction theory and algorithm for regression

Mehryar Mohri, Corinna Cortes, M. Mohri, 2014, Theor. Comput. Sci..

Online Learning with Sleeping Experts and Feedback Graphs

Claudio Gentile, Mehryar Mohri, Corinna Cortes, 2019, ICML.

Agnostic Learning with Multiple Objectives

Corinna Cortes, Mehryar Mohri, Dmitry Storcheus, 2020, NeurIPS.

A Dual Coordinate Descent Algorithm for SVMs Combined with Rational Kernels

Cyril Allauzen, Mehryar Mohri, Corinna Cortes, 2011, Int. J. Found. Comput. Sci..

Learning GANs and Ensembles Using Discrepancy

Ben Adlam, Mehryar Mohri, Corinna Cortes, 2019, NeurIPS.

Computational Methods for Dynamic Graphs

Corinna Cortes, Chris Volinsky, Daryl Pregibon, 2003 .

Rational Kernels: Theory and Algorithms

Mehryar Mohri, Corinna Cortes, Patrick Haffner, 2004, J. Mach. Learn. Res..

Generalization Bounds for Learning Kernels

Mehryar Mohri, Corinna Cortes, Afshin Rostamizadeh, 2010, ICML.

Adaptive Region-Based Active Learning

Claudio Gentile, Corinna Cortes, Giulia DeSalvo, 2020, ICML.

On Transductive Regression

Mehryar Mohri, Corinna Cortes, M. Mohri, 2006, NIPS.

Sample Selection Bias Correction Theory pdf

Mehryar Mohri, Michael Riley, Corinna Cortes, 2008, ALT.

Online Learning with Abstention

Claudio Gentile, Mehryar Mohri, Corinna Cortes, 2017, ICML.

AUC Optimization vs. Error Rate Minimization

Mehryar Mohri, Corinna Cortes, M. Mohri, 2003, NIPS.

L2 Regularization for Learning Kernels

Mehryar Mohri, Corinna Cortes, Afshin Rostamizadeh, 2009, UAI.

LP Distance and Equivalence of Probabilistic Automata

Mehryar Mohri, Corinna Cortes, Ashish Rastogi, 2007, Int. J. Found. Comput. Sci..

Stability Analysis and Learning Bounds for Transductive Regression Algorithms pdf

Mehryar Mohri, Corinna Cortes, Ashish Rastogi, 2009, ArXiv.

Learning Linearly Separable Languages

Mehryar Mohri, Aryeh Kontorovich, Corinna Cortes, 2006, ALT.

Finite-State Transducers in Computational Biology

Corinna Cortes, Mehryar Mohri, M. Mohri, 2005 .

Accuracy at the Top

Stephen P. Boyd, Mehryar Mohri, Corinna Cortes, 2012, NIPS.

A General Regression Framework for Learning String-to-String Mappings

Jason Weston, Mehryar Mohri, Corinna Cortes, 2006 .

Deep Boosting

Mehryar Mohri, Corinna Cortes, Umar Syed, 2014, ICML.

Adaptation Based on Generalized Discrepancy

Mehryar Mohri, Corinna Cortes, Andrés Muñoz Medina, 2019, J. Mach. Learn. Res..

Prediction of Generalization Ability in Learning Machines

Corinna Cortes, Corinna Cortes, 1994 .

New Generalization Bounds for Learning Kernels pdf

Mehryar Mohri, Corinna Cortes, Afshin Rostamizadeh, 2009, ArXiv.

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik, Corinna Cortes, 1995, Machine Learning.

The Boosting Approach to Machine Learning An Overview

Harris Drucker, Lawrence D. Jackel, Yann LeCun, 2003 .

Learning with Rejection

Mehryar Mohri, Corinna Cortes, Giulia DeSalvo, 2016, ALT.

Positive Definite Rational Kernels

Mehryar Mohri, Corinna Cortes, Patrick Haffner, 2003, COLT.

AdaNet: Adaptive Structural Learning of Artificial Neural Networks pdf

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2016, ICML.

Rational Kernels

Mehryar Mohri, Corinna Cortes, Patrick Haffner, 2002, NIPS.

Signature-Based Methods for Data Streams

Corinna Cortes, Daryl Pregibon, Corinna Cortes, 2001, Data Mining and Knowledge Discovery.

Large-Scale Training of SVMs with Automata Kernels

Cyril Allauzen, Mehryar Mohri, Corinna Cortes, 2010, CIAA.

Multiple-Source Adaptation with Domain Classifiers pdf

Corinna Cortes, Ananda Theertha Suresh, Mehryar Mohri, 2020, ArXiv.

Information mining platforms: an infrastructure for KDD rapid deployment

Corinna Cortes, Daryl Pregibon, Corinna Cortes, 1999, KDD '99.

Learning Bounds for Importance Weighting

Yishay Mansour, Mehryar Mohri, Corinna Cortes, 2010, NIPS.

Structural Maxent Models

Mehryar Mohri, Corinna Cortes, Umar Syed, 2015, ICML.

Lattice kernels for spoken-dialog classification

Mehryar Mohri, Corinna Cortes, Patrick Haffner, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Polynomial Semantic Indexing

Yanjun Qi, Jason Weston, Bing Bai, 2009, NIPS.

Two-Stage Learning Kernel Algorithms

Mehryar Mohri, Corinna Cortes, Afshin Rostamizadeh, 2010, ICML.

Relative Deviation Margin Bounds

Mehryar Mohri, Corinna Cortes, Ananda Theertha Suresh, 2021, ICML.

A Discriminative Technique for Multiple-Source Adaptation

Mehryar Mohri, Corinna Cortes, Ananda Theertha Suresh, 2021, ICML.

Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS Experiment pdf

Corinna Cortes, Neil D. Lawrence, Corinna Cortes, 2021, ArXiv.