Corinna Cortes

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 39

Top Venues

CoRR

ICML

NeurIPS

Ann. Math. Artif. Intell.

Publications

Corinna Cortes, Giulia DeSalvo, Mehryar Mohri
Theory and algorithms for learning with rejection in binary classification. Ann. Math. Artif. Intell. 92 (2) (2024)
Pranjal Awasthi, Corinna Cortes, Yishay Mansour, Mehryar Mohri
A Theory of Learning with Competing Objectives and User Feedback. ISAIM (2024)
Corinna Cortes, Anqi Mao, Christopher Mohri, Mehryar Mohri, Yutao Zhong
Cardinality-Aware Set Prediction and Top-k Classification. CoRR (2024)
Pranjal Awasthi, Corinna Cortes, Mehryar Mohri
Best-effort adaptation. Ann. Math. Artif. Intell. 92 (2) (2024)
Pranjal Awasthi, Corinna Cortes, Christopher Mohri
Theory and Algorithm for Batch Distribution Drift Problems. AISTATS (2023)
Raef Bassily, Corinna Cortes, Anqi Mao, Mehryar Mohri
Differentially Private Domain Adaptation with Theoretical Guarantees. CoRR (2023)
Pranjal Awasthi, Corinna Cortes, Mehryar Mohri
Best-Effort Adaptation. CoRR (2023)
Corinna Cortes, Neil D. Lawrence
Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS Experiment. CoRR (2021)
Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh, Ningshan Zhang
A Discriminative Technique for Multiple-Source Adaptation. ICML (2021)
Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh
Relative Deviation Margin Bounds. ICML (2021)
Corinna Cortes, Mehryar Mohri, Dmitry Storcheus, Ananda Theertha Suresh
Boosting with Multiple Sources. NeurIPS (2021)
Corinna Cortes, Mehryar Mohri, Javier Gonzalvo, Dmitry Storcheus
Agnostic Learning with Multiple Objectives. NeurIPS (2020)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
Online Learning with Dependent Stochastic Feedback Graphs. ICML (2020)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
Adaptive Region-Based Active Learning. CoRR (2020)
Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh
Relative Deviation Margin Bounds. CoRR (2020)
Pranjal Awasthi, Corinna Cortes, Yishay Mansour, Mehryar Mohri
Beyond Individual and Group Fairness. CoRR (2020)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
Adaptive Region-Based Active Learning. ICML (2020)
Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh, Ningshan Zhang
Multiple-Source Adaptation with Domain Classifiers. CoRR (2020)
Kareem Amin, Corinna Cortes, Giulia DeSalvo, Afshin Rostamizadeh
Understanding the Effects of Batching in Online Active Learning. AISTATS (2020)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred K. Warmuth
Online Non-Additive Path Learning under Full and Partial Information. ALT (2019)
Ben Adlam, Corinna Cortes, Mehryar Mohri, Ningshan Zhang
Learning GANs and Ensembles Using Discrepancy. CoRR (2019)
Charles Weill, Javier Gonzalvo, Vitaly Kuznetsov, Scott Yang, Scott Yak, Hanna Mazzawi, Eugen Hotaj, Ghassen Jerfel, Vladimir Macko, Ben Adlam, Mehryar Mohri, Corinna Cortes
AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles. CoRR (2019)
Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Ningshan Zhang, Claudio Gentile
Active Learning with Disagreement Graphs. ICML (2019)
Corinna Cortes, Spencer Greenberg, Mehryar Mohri
Relative deviation learning bounds and generalization with unbounded loss functions. Ann. Math. Artif. Intell. 85 (1) (2019)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang
Region-Based Active Learning. AISTATS (2019)
Ben Adlam, Corinna Cortes, Mehryar Mohri, Ningshan Zhang
Learning GANs and Ensembles Using Discrepancy. NeurIPS (2019)
Corinna Cortes, Mehryar Mohri, Dmitry Storcheus
Regularized Gradient Boosting. NeurIPS (2019)
Corinna Cortes, Mehryar Mohri, Andrés Muñoz Medina
Adaptation Based on Generalized Discrepancy. J. Mach. Learn. Res. 20 (2019)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang
Online Learning with Sleeping Experts and Feedback Graphs. ICML (2019)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Dmitry Storcheus, Scott Yang
Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses. NeurIPS (2018)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang
Online Learning with Abstention. ICML (2018)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred K. Warmuth
Online Non-Additive Path Learning under Full and Partial Information. CoRR (2018)
Corinna Cortes, Xavier Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang
AdaNet: Adaptive Structural Learning of Artificial Neural Networks. ICML (2017)
Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Scott Yang
On-line Learning with Abstention. CoRR (2017)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang
Structured Prediction Theory Based on Factor Graph Complexity. NIPS (2016)
Corinna Cortes, Xavi Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang
AdaNet: Adaptive Structural Learning of Artificial Neural Networks. CoRR (2016)
Corinna Cortes, Giulia DeSalvo, Mehryar Mohri
Learning with Rejection. ALT (2016)
Corinna Cortes, Giulia DeSalvo, Mehryar Mohri
Boosting with Abstention. NIPS (2016)
Corinna Cortes, Mehryar Mohri, Vitaly Kuznetsov, Scott Yang
Structured Prediction Theory and Voted Risk Minimization. CoRR (2016)
Corinna Cortes, Mehryar Mohri, Andres Muñoz Medina
Adaptation Algorithm and Theory Based on Generalized Discrepancy. KDD (2015)
Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri
Voted Kernel Regularization. CoRR (2015)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Manfred K. Warmuth
On-Line Learning Algorithms for Path Experts with Non-Additive Losses. COLT (2015)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar Syed
Structural Maxent Models. ICML (2015)
Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri
Kernel Extraction via Voted Risk Minimization. FE@NIPS (2015)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri
Learning Ensembles of Structured Prediction Rules. ACL (1) (2014)
Corinna Cortes, Mehryar Mohri, Andres Muñoz Medina
Adaptation Algorithm and Theory Based on Generalized Discrepancy. CoRR (2014)
Corinna Cortes, Mehryar Mohri
Domain adaptation and sample bias correction theory and algorithm for regression. Theor. Comput. Sci. 519 (2014)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri
Ensemble Methods for Structured Prediction. ICML (2014)
Corinna Cortes, Mehryar Mohri, Umar Syed
Deep Boosting. ICML (2014)
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Multi-Class Classification with Maximum Margin Multiple Kernel. ICML (3) (2013)
Corinna Cortes, Spencer Greenberg, Mehryar Mohri
Relative Deviation Learning Bounds and Generalization with Unbounded Loss Functions. CoRR (2013)
Corinna Cortes, Marius Kloft, Mehryar Mohri
Learning Kernels Using Local Rademacher Complexity. NIPS (2013)
Stephen P. Boyd, Corinna Cortes, Mehryar Mohri, Ana Radovanovic
Accuracy at the Top. NIPS (2012)
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Ensembles of Kernel Predictors CoRR (2012)
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Algorithms for Learning Kernels Based on Centered Alignment CoRR (2012)
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Algorithms for Learning Kernels Based on Centered Alignment. J. Mach. Learn. Res. 13 (2012)
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
L2 Regularization for Learning Kernels CoRR (2012)
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Ensembles of Kernel Predictors. UAI (2011)
Corinna Cortes, Mehryar Mohri
Domain Adaptation in Regression. ALT (2011)
Cyril Allauzen, Corinna Cortes, Mehryar Mohri
A Dual Coordinate Descent Algorithm for SVMs Combined with Rational Kernels. Int. J. Found. Comput. Sci. 22 (8) (2011)
Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Corinna Cortes, Mehryar Mohri
Half Transductive Ranking. AISTATS (2010)
Corinna Cortes, Yishay Mansour, Mehryar Mohri
Learning Bounds for Importance Weighting. NIPS (2010)
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Two-Stage Learning Kernel Algorithms. ICML (2010)
Corinna Cortes, Mehryar Mohri, Ameet Talwalkar
On the Impact of Kernel Approximation on Learning Accuracy. AISTATS (2010)
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Generalization Bounds for Learning Kernels. ICML (2010)
Cyril Allauzen, Corinna Cortes, Mehryar Mohri
Large-Scale Training of SVMs with Automata Kernels. CIAA (2010)
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
New Generalization Bounds for Learning Kernels CoRR (2009)
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi
Stability Analysis and Learning Bounds for Transductive Regression Algorithms CoRR (2009)
Corinna Cortes
Invited talk: Can learning kernels help performance? ICML (2009)
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
Learning Non-Linear Combinations of Kernels. NIPS (2009)
Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Corinna Cortes, Mehryar Mohri
Polynomial Semantic Indexing. NIPS (2009)
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
L2 Regularization for Learning Kernels. UAI (2009)
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi
Stability of transductive regression algorithms. ICML (2008)
Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh
Sample Selection Bias Correction Theory. ALT (2008)
Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh
Sample Selection Bias Correction Theory CoRR (2008)
Corinna Cortes, Mehryar Mohri
Learning with Weighted Transducers. FSMNLP (2008)
Leonid Kontorovich, Corinna Cortes, Mehryar Mohri
Kernel methods for learning languages. Theor. Comput. Sci. 405 (3) (2008)
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) (2008)
Corinna Cortes, Leonid Kontorovich, Mehryar Mohri
Learning Languages with Rational Kernels. COLT (2007)
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
Magnitude-preserving ranking algorithms. ICML (2007)
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
Distance and Equivalence of Probabilistic Automata. Int. J. Found. Comput. Sci. 18 (4) (2007)
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
An Alternative Ranking Problem for Search Engines. WEA (2007)
Corinna Cortes, Mehryar Mohri, Ashish Rastogi
On the Computation of Some Standard Distances Between Probabilistic Automata. CIAA (2006)
Corinna Cortes, Mehryar Mohri
On Transductive Regression. NIPS (2006)
Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley
Efficient Computation of the Relative Entropy of Probabilistic Automata. LATIN (2006)
Leonid Kontorovich, Corinna Cortes, Mehryar Mohri
Learning Linearly Separable Languages. ALT (2006)
Corinna Cortes, Mehryar Mohri
Moment Kernels for Regular Distributions. Mach. Learn. 60 (1-3) (2005)
Cynthia Rudin, Corinna Cortes, Mehryar Mohri, Robert E. Schapire
Margin-Based Ranking Meets Boosting in the Middle. COLT (2005)
Corinna Cortes, Mehryar Mohri, Jason Weston
A general regression technique for learning transductions. ICML (2005)
Corinna Cortes, Kathleen Fisher, Daryl Pregibon, Anne Rogers, Frederick Smith
Hancock: A language for analyzing transactional data streams. ACM Trans. Program. Lang. Syst. 26 (2) (2004)
Corinna Cortes, Mehryar Mohri
Distribution kernels based on moments of counts. ICML (2004)
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Rational Kernels: Theory and Algorithms. J. Mach. Learn. Res. 5 (2004)
Corinna Cortes, Mehryar Mohri
Confidence Intervals for the Area Under the ROC Curve. NIPS (2004)
Corinna Cortes, Mehryar Mohri
AUC Optimization vs. Error Rate Minimization. NIPS (2003)
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Lattice kernels for spoken-dialog classification. ICASSP (1) (2003)
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Weighted automata kernels - general framework and algorithms. INTERSPEECH (2003)
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Positive Definite Rational Kernels. COLT (2003)
Corinna Cortes, Daryl Pregibon, Chris Volinsky
Communities of interest. Intell. Data Anal. 6 (3) (2002)
Corinna Cortes, Patrick Haffner, Mehryar Mohri
Rational Kernels. NIPS (2002)
Corinna Cortes, Daryl Pregibon, Chris Volinsky
Communities of Interest. IDA (2001)

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Publication Activity (10 Years)

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Corinna Cortes