Corinna Cortes
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
50
Venues
13
Active years
1994–2025
Best venue rank
A*
Where they publish
Papers
50 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Balancing the Scales: A Theoretical and Algorithmic Framework for Learning from Imbalanced Data. | Corinna Cortes, Anqi Mao, Mehryar Mohri, Yutao Zhong |
| 2024 | ICML | Differentially Private Domain Adaptation with Theoretical Guarantees. | Raef Bassily, Corinna Cortes, Anqi Mao, Mehryar Mohri |
| 2024 | ISAIM | A Theory of Learning with Competing Objectives and User Feedback. | Pranjal Awasthi, Corinna Cortes, Yishay Mansour, Mehryar Mohri |
| 2023 | AISTATS | Theory and Algorithm for Batch Distribution Drift Problems. | Pranjal Awasthi, Corinna Cortes, Christopher Mohri |
| 2021 | ICML | Relative Deviation Margin Bounds. | Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh |
| 2021 | ICML | A Discriminative Technique for Multiple-Source Adaptation. | Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh, Ningshan Zhang |
| 2020 | AISTATS | Understanding the Effects of Batching in Online Active Learning. | Kareem Amin, Corinna Cortes, Giulia DeSalvo, Afshin Rostamizadeh |
| 2020 | ICML | Adaptive Region-Based Active Learning. | Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang |
| 2020 | ICML | Online Learning with Dependent Stochastic Feedback Graphs. | Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang |
| 2019 | AISTATS | Region-Based Active Learning. | Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang |
| 2019 | ALT | Online Non-Additive Path Learning under Full and Partial Information. | Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred K. Warmuth |
| 2019 | ICML | Online Learning with Sleeping Experts and Feedback Graphs. | Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang |
| 2019 | ICML | Active Learning with Disagreement Graphs. | Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Ningshan Zhang, Claudio Gentile |
| 2018 | ICML | Online Learning with Abstention. | Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang |
| 2017 | ICML | AdaNet: Adaptive Structural Learning of Artificial Neural Networks. | Corinna Cortes, Xavier Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang |
| 2016 | ALT | Learning with Rejection. | Corinna Cortes, Giulia DeSalvo, Mehryar Mohri |
| 2015 | COLT | On-Line Learning Algorithms for Path Experts with Non-Additive Losses. | Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Manfred K. Warmuth |
| 2015 | ICML | Structural Maxent Models. | Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar Syed |
| 2015 | KDD | Adaptation Algorithm and Theory Based on Generalized Discrepancy. | Corinna Cortes, Mehryar Mohri, Andres Muoz Medina |
| 2014 | ACL | Learning Ensembles of Structured Prediction Rules. | Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri |
| 2014 | ICML | Ensemble Methods for Structured Prediction. | Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri |
| 2014 | ICML | Deep Boosting. | Corinna Cortes, Mehryar Mohri, Umar Syed |
| 2013 | ICML | Multi-Class Classification with Maximum Margin Multiple Kernel. | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh |
| 2011 | ALT | Domain Adaptation in Regression. | Corinna Cortes, Mehryar Mohri |
| 2011 | UAI | Ensembles of Kernel Predictors. | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh |
| 2010 | ICML | Two-Stage Learning Kernel Algorithms. | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh |
| 2010 | ICML | Generalization Bounds for Learning Kernels. | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh |
| 2009 | ICML | Invited talk: Can learning kernels help performance? | Corinna Cortes |
| 2009 | UAI | L2 Regularization for Learning Kernels. | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh |
| 2008 | ALT | Sample Selection Bias Correction Theory. | Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh |
| 2008 | ICML | Stability of transductive regression algorithms. | Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi |
| 2007 | COLT | Learning Languages with Rational Kernels. | Corinna Cortes, Leonid Kontorovich, Mehryar Mohri |
| 2007 | ICML | Magnitude-preserving ranking algorithms. | Corinna Cortes, Mehryar Mohri, Ashish Rastogi |
| 2006 | ALT | Learning Linearly Separable Languages. | Leonid Kontorovich, Corinna Cortes, Mehryar Mohri |
| 2006 | LATIN | Efficient Computation of the Relative Entropy of Probabilistic Automata. | Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley |
| 2005 | COLT | Margin-Based Ranking Meets Boosting in the Middle. | Cynthia Rudin, Corinna Cortes, Mehryar Mohri, Robert E. Schapire |
| 2005 | ICML | A general regression technique for learning transductions. | Corinna Cortes, Mehryar Mohri, Jason Weston |
| 2004 | ICML | Distribution kernels based on moments of counts. | Corinna Cortes, Mehryar Mohri |
| 2003 | COLT | Positive Definite Rational Kernels. | Corinna Cortes, Patrick Haffner, Mehryar Mohri |
| 2003 | ICASSP | Lattice kernels for spoken-dialog classification. | Corinna Cortes, Patrick Haffner, Mehryar Mohri |
| 2003 | Interspeech | Weighted automata kernels - general framework and algorithms. | Corinna Cortes, Patrick Haffner, Mehryar Mohri |
| 2001 | IDA | Communities of Interest. | Corinna Cortes, Daryl Pregibon, Chris Volinsky |
| 2000 | KDD | Hancock: a language for extracting signatures from data streams. | Corinna Cortes, Kathleen Fisher, Daryl Pregibon, Anne Rogers |
| 1999 | KDD | Information Mining Platforms: An Infrastructure for KDD Rapid Deployment. | Corinna Cortes, Daryl Pregibon |
| 1999 | KDD | Squashing Flat Files Flatter. | William DuMouchel, Chris Volinsky, Theodore Johnson, Corinna Cortes, Daryl Pregibon |
| 1998 | KDD | Giga-Mining. | Corinna Cortes, Daryl Pregibon |
| 1995 | KDD | Capacity and Complexity Control in Predicting the Spread Between Borrowing and Lending Interest Rates. | Corinna Cortes, Harris Drucker, Dennis Hoover, Vladimir Vapnik |
| 1995 | KDD | Limits on Learning Machine Accuracy Imposed by Data Quality. | Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chiang |
| 1994 | ICML | Boosting and Other Machine Learning Algorithms. | Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik |
| 1994 | ICPR | Comparison of classifier methods: a case study in handwritten digit recognition. | Lon Bottou, Corinna Cortes, John S. Denker, Harris Drucker, Isabelle Guyon, Larry D. Jackel, Yann LeCun, Urs A. Mller, Eduard Sckinger, Patrice Y. Simard, Vladimir Vapnik |