Corinna Cortes

发表

The mnist database of handwritten digits

Yann LeCun, Corinna Cortes, 2005 .

Learning Non-Linear Combinations of Kernels

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

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

Comparison of classifier methods: a case study in handwritten digit recognition

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).

Boosting Decision Trees

Corinna Cortes, H. Drucker, 1995, NIPS.

Learning Curves: Asymptotic Values and Rate of Convergence

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

Boosting and Other Ensemble Methods

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

Adaptation Algorithm and Theory Based on Generalized Discrepancy

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

Domain adaptation and sample bias correction theory and algorithm for regression

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

The Boosting Approach to Machine Learning An Overview

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

Stability of transductive regression algorithms

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

Learning Bounds for Importance Weighting

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

Sample Selection Bias Correction Theory pdf

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

AdaNet: Adaptive Structural Learning of Artificial Neural Networks pdf

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

Domain Adaptation in Regression

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

Rational Kernels

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

Squashing flat files flatter

Theodore Johnson, William DuMouchel, Corinna Cortes, 1999, KDD '99.

AUC Optimization vs. Error Rate Minimization

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

Region-Based Active Learning

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

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

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

Rational Kernels: Theory and Algorithms

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

Giga-Mining

Daryl Pregibon, Corinna Cortes, Corinna Cortes, 1998, KDD.

Polynomial Semantic Indexing

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

Positive Definite Rational Kernels

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

Large-scale Distributed Optimization for Improving Accuracy at the Top

Stephen P. Boyd, M. Mohri, Corinna Cortes, 2012 .

COMPARISON OF LEARNING ALGORITHMS FOR

L. Bottou, I. Guyon, Yann LeCun, 1995 .

Accuracy at the Top

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

Boosting with Multiple Sources

Corinna Cortes, 2021, NeurIPS.

Tutorial HandOuts – Weighted Finite-State Transducers in Computational Biology

M. Mohri, Corinna Cortes, 2005 .

Hierarchical associative networks

Corinna Cortes, J. Hertz, A. Krogh, 1987 .

Generalized Discrepancy for Domain Adaptation

Corinna Cortes, 2015 .

A Theoretical Framework for Structured Prediction using Factor Graph Complexity ∗

Corinna Cortes, 2016 .

Measuring Learnability in Structured Prediction using Factor Graph Complexity ∗

Corinna Cortes, 2016 .

Des algorithmes d'apprentissage pour mieux classifier

Mehryar Mohri, Corinna Cortes, Patrick Haffner, 2009 .

Properties of mortar and pervious concrete with co-utilization of coal fly ash and waste glass powder as partial cement replacements

Corinna Cortes, Sangchul Hwang, 2021 .

Invited talk: Can learning kernels help performance?

Corinna Cortes, Corinna Cortes, 2009, International Conference on Machine Learning.

Hancock: A language for analyzing transactional data streams

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

Finite-State Transducers in Computational Biology

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

Two-Stage Learning Kernel Algorithms

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

Learning sequence kernels

Mehryar Mohri, Corinna Cortes, Afshin Rostamizadeh, 2008 .

Regularized Gradient Boosting

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

Margin-Based Ranking Meets Boosting in the Middle

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

On Transductive Regression

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

Relative deviation learning bounds and generalization with unbounded loss functions

Mehryar Mohri, Corinna Cortes, Spencer Greenberg, 2013, Annals of Mathematics and Artificial Intelligence.

Algorithms for Learning Kernels Based on Centered Alignment

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

Stability Analysis and Learning Bounds for Transductive Regression Algorithms pdf

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

Learning Languages with Rational Kernels

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

On the Computation of Some Standard Distances Between Probabilistic Automata

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

MASCULINIZACIÓN DEL DERECHO. GIRO DEL DISCURSO JURÍDICO TRADICIONAL HACIA EL ENFOQUE DE GÉNERO 1 LAW AS A MALE STRUCTURE: TURN TOWARD THE LEGAL APPROACH TO THE GENDER

Corinna Cortes, Carmen Cecília, 2012 .

Relative Deviation Margin Bounds pdf

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

Associative memory based real-valued pattern recall

Juan Humberto Sossa Azuela, Ricardo Barrón, José Luis Oropeza Rodríguez, 2004, Proceedings of the Fifth Mexican International Conference in Computer Science, 2004. ENC 2004..

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

Jason Weston, Mehryar Mohri, Corinna Cortes, 2006 .

Moment Kernels for Regular Distributions

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

Distribution kernels based on moments of counts

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

Communities of interest

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

Limits on Learning Machine Accuracy Imposed by Data Quality

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

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)..

Beyond Individual and Group Fairness pdf

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

Online Learning with Abstention

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

Learning with Rejection

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

Adaptation Based on Generalized Discrepancy

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

Discrepancy-Based Algorithms for Non-Stationary Rested Bandits

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

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

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

Deep Boosting

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

L2 Regularization for Learning Kernels

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

Understanding the Effects of Batching in Online Active Learning

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

Commercial bus speed diagnosis based on GPS-monitored data

Mauricio Zúñiga, Marcela Munizaga, Antonio Gschwender, 2011 .

Differentially Private Domain Adaptation with Theoretical Guarantees

M. Mohri, Corinna Cortes, Raef Bassily, 2023, ArXiv.

Multiple-Source Adaptation with Domain Classifiers pdf

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

Theory and Algorithm for Batch Distribution Drift Problems

Corinna Cortes, Pranjal Awasthi, Christopher Mohri, 2023, AISTATS.

A Discriminative Technique for Multiple-Source Adaptation

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

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

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

Multi-Class Classification with Maximum Margin Multiple Kernel

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

Generalization Bounds for Learning Kernels

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

Signature-Based Methods for Data Streams

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

Structured Prediction Theory Based on Factor Graph Complexity

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

Confidence Intervals for the Area Under the ROC Curve

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

New Generalization Bounds for Learning Kernels pdf

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

Computational Methods for Dynamic Graphs

Corinna Cortes, Chris Volinsky, Daryl Pregibon, 2003 .

Learning Linearly Separable Languages

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

Learning Kernels Using Local Rademacher Complexity

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

On the Impact of Kernel Approximation on Learning Accuracy

Ameet Talwalkar, Mehryar Mohri, Corinna Cortes, 2010, AISTATS.

Magnitude-preserving ranking algorithms

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

Prediction of Generalization Ability in Learning Machines

Corinna Cortes, Corinna Cortes, 1994 .

Structural Maxent Models

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

Active Learning with Disagreement Graphs

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

Boosting with Abstention

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

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

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

LP Distance and Equivalence of Probabilistic Automata

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

Adaptive Region-Based Active Learning

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

Learning GANs and Ensembles Using Discrepancy

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

Hancock: A language for analyzing transactional data streams

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

Hancock: a language for extracting signatures from data streams

Anne Rogers, Corinna Cortes, Daryl Pregibon, 2000, KDD '00.

Agnostic Learning with Multiple Objectives

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

On the Computation of the Relative Entropy of Probabilistic Automata

Mehryar Mohri, Michael Riley, Corinna Cortes, 2008, Int. J. Found. Comput. Sci..

Kernel methods for learning languages

Mehryar Mohri, Aryeh Kontorovich, Corinna Cortes, 2008, Theor. Comput. Sci..

Ensemble Methods for Structured Prediction

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2014, ICML.

Boosting Ensembles of Structured Prediction Rules ∗

Corinna Cortes, 2014 .

Learning Ensembles of Structured Prediction Rules

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2014, ACL.

Half Transductive Ranking

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

Online Non-Additive Path Learning under Full and Partial Information

Manfred K. Warmuth, M. Mohri, Corinna Cortes, 2018, ALT.

Non-Additive Path Learning under Full and Partial Information pdf

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

Online Learning with Dependent Stochastic Feedback Graphs

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

Online Learning with Sleeping Experts and Feedback Graphs

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

Online Learning with Abstention

M. Mohri, Corinna Cortes, C. Gentile, 2017, International Conference on Machine Learning.

On-line Learning with Abstention pdf

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

Information mining platforms: an infrastructure for KDD rapid deployment

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

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

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

Confidence Intervals for the Area Under the ROC Curve

M. Mohri, Corinna Cortes, 2004, NIPS.

Boosting with Abstention

M. Mohri, Corinna Cortes, Giulia DeSalvo, 2016, NIPS.

Deep Boosting

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