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List of works by Corinna Cortes

AUC Optimization vs. Error Rate Minimization

scientific article published in January 2004

Accuracy at the Top

scientific article published in January 2012

Agnostic Learning with Multiple Objectives

scientific article published in November 2020

Batch normalization layers

US patent 11281973

Boosting Decision Trees

scientific article published in January 1996

Boosting with Abstention

scientific article published in January 2016

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

Confidence Intervals for the Area Under the ROC Curve

scientific article published in January 2005

Domain adaptation and sample bias correction theory and algorithm for regression

article

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

Learning Bounds for Importance Weighting

Learning Curves: Asymptotic Values and Rate of Convergence

scientific article published in January 1994

Learning GANs and Ensembles Using Discrepancy

Learning Kernels Using Local Rademacher Complexity

Learning Non-Linear Combinations of Kernels

scientific article published in January 2009

Limits on Learning Machine Accuracy Imposed by Data Quality

scientific article published in January 1995

MNIST database

database of handwritten digits

On Transductive Regression

scientific article published in January 2007

Polynomial Semantic Indexing

scientific article published in January 2009

Rational Kernels

scientific article published in January 2003

Regularized Gradient Boosting

Sample Selection Bias Correction Theory

article

Structured Prediction Theory Based on Factor Graph Complexity

scientific article published in January 2016

Support-vector networks

scholarly article from 'Machine Learning' published in 1995