List of works - Corinna Cortes

Support-vector networks

scholarly article from 'Machine Learning' published in 1995

MNIST database

database of handwritten digits

Sample Selection Bias Correction Theory

article

Accuracy at the Top

scientific article published in January 2012

On Transductive Regression

scientific article published in January 2007

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

Boosting with Abstention

scientific article published in January 2016

Batch normalization layers

US patent 11281973

Learning Non-Linear Combinations of Kernels

scientific article published in January 2009

Regularized Gradient Boosting

Structured Prediction Theory Based on Factor Graph Complexity

scientific article published in January 2016

Agnostic Learning with Multiple Objectives

scientific article published in November 2020

Polynomial Semantic Indexing

scientific article published in January 2009

Confidence Intervals for the Area Under the ROC Curve

scientific article published in January 2005

Learning Curves: Asymptotic Values and Rate of Convergence

scientific article published in January 1994

Learning Kernels Using Local Rademacher Complexity

Domain adaptation and sample bias correction theory and algorithm for regression

article

Boosting Decision Trees

scientific article published in January 1996

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

Learning Bounds for Importance Weighting

Learning GANs and Ensembles Using Discrepancy

Limits on Learning Machine Accuracy Imposed by Data Quality

scientific article published in January 1995

AUC Optimization vs. Error Rate Minimization

scientific article published in January 2004

Rational Kernels

scientific article published in January 2003

List of works by Corinna Cortes