Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Multiple-Source Adaptation with Domain Classifiers

Aug 25, 2020
Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh, Ningshan Zhang


  Access Paper or Ask Questions

Beyond Individual and Group Fairness

Aug 21, 2020
Pranjal Awasthi, Corinna Cortes, Yishay Mansour, Mehryar Mohri


  Access Paper or Ask Questions

Relative Deviation Margin Bounds

Jun 26, 2020
Corinna Cortes, Mehryar Mohri, Ananda Theertha Suresh

* 29 pages 

  Access Paper or Ask Questions

Adaptive Region-Based Active Learning

Feb 18, 2020
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Ningshan Zhang


  Access Paper or Ask Questions

Learning GANs and Ensembles Using Discrepancy

Nov 06, 2019
Ben Adlam, Corinna Cortes, Mehryar Mohri, Ningshan Zhang


  Access Paper or Ask Questions

AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles

Apr 30, 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


  Access Paper or Ask Questions

Online Non-Additive Path Learning under Full and Partial Information

Sep 18, 2018
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred K. Warmuth


  Access Paper or Ask Questions

Online Learning with Abstention

Feb 27, 2018
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang


  Access Paper or Ask Questions

Discrepancy-Based Algorithms for Non-Stationary Rested Bandits

Feb 27, 2018
Corinna Cortes, Giulia DeSalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang


  Access Paper or Ask Questions

AdaNet: Adaptive Structural Learning of Artificial Neural Networks

Feb 28, 2017
Corinna Cortes, Xavi Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang


  Access Paper or Ask Questions

Structured Prediction Theory Based on Factor Graph Complexity

Dec 01, 2016
Corinna Cortes, Mehryar Mohri, Vitaly Kuznetsov, Scott Yang


  Access Paper or Ask Questions

Relative Deviation Learning Bounds and Generalization with Unbounded Loss Functions

Apr 04, 2016
Corinna Cortes, Spencer Greenberg, Mehryar Mohri


  Access Paper or Ask Questions

Voted Kernel Regularization

Sep 14, 2015
Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri

* 16 pages 

  Access Paper or Ask Questions

Adaptation Algorithm and Theory Based on Generalized Discrepancy

Feb 21, 2015
Corinna Cortes, Mehryar Mohri, Andres Muñoz Medina


  Access Paper or Ask Questions

Algorithms for Learning Kernels Based on Centered Alignment

Apr 08, 2014
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

* Journal of Machine Learning Research 13 (2012) 795-828 

  Access Paper or Ask Questions

L2 Regularization for Learning Kernels

May 09, 2012
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh

* Appears in Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI2009) 

  Access Paper or Ask Questions

Ensembles of Kernel Predictors

Feb 14, 2012
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh


  Access Paper or Ask Questions

New Generalization Bounds for Learning Kernels

Dec 17, 2009
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh


  Access Paper or Ask Questions

Stability Analysis and Learning Bounds for Transductive Regression Algorithms

Apr 05, 2009
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi

* 26 pages 

  Access Paper or Ask Questions

Sample Selection Bias Correction Theory

May 19, 2008
Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh

* 16 pages 

  Access Paper or Ask Questions