2026 Corinna Cortes: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	52	4932	4796	2291	2212	125	67791

Research.com Recognitions

2008 - ACM Paris Kanellakis Theory and Practice Award For the development of Support Vector Machines, a highly effective algorithm for classification and related machine learning problems.

Overview

Corinna Cortes is affiliated with Google in the United States and specializes in computer science, with a focus on artificial intelligence. Their research portfolio includes contributions to machine learning, domain adaptation, algorithms, and related fields.

The main fields of study for this researcher include:

Computer Science

Within these fields, the subfields of study are:

Artificial Intelligence
Computer Vision and Pattern Recognition
Management Science and Operations Research
Computer Networks and Communications
Atomic and Molecular Physics, and Optics

The primary research topics covered encompass:

Domain Adaptation and Few-Shot Learning
Machine Learning and Algorithms
Machine Learning and Data Classification
Multimodal Machine Learning Applications
Algorithms and Data Compression
Advanced Bandit Algorithms Research
Optimization and Search Problems

Their publication record demonstrates contributions to various academic venues, particularly:

arXiv (Cornell University)
Annals of Mathematics and Artificial Intelligence
Serials Review
Clinical Lymphoma Myeloma & Leukemia

Best Publications

Support-Vector Networks

Corinna Cortes;Vladimir Vapnik

54985
Citations
Comparison of classifier methods: a case study in handwritten digit recognition

L. Bottou;C. Cortes;C. Cortes;J.S. Denker;J.S. Denker;H. Drucker;H. Drucker

1027
Citations
Learning algorithms for classification: A comparison on handwritten digit recognition

Yann Lecun;L.D. Jackel;Leon Bottou;Leon Bottou;Corinna Cortes;Corinna Cortes

944
Citations
Comparison of learning algorithms for handwritten digit recognition

Yann Lecun;L.D. Jackel;Leon Bottou;Leon Bottou;A. Brunot

871
Citations
AUC Optimization vs. Error Rate Minimization

Corinna Cortes;Mehryar Mohri

754
Citations
Algorithms for learning kernels based on centered alignment

Corinna Cortes;Mehryar Mohri;Afshin Rostamizadeh

494
Citations
Boosting and other ensemble methods

Harris Drucker;Corinna Cortes;L. D. Jackel;Yann LeCun

493
Citations
L 2 regularization for learning kernels

Corinna Cortes;Mehryar Mohri;Afshin Rostamizadeh

445
Citations
Boosting Decision Trees

Harris Drucker;Corinna Cortes

396
Citations
Sample Selection Bias Correction Theory

Corinna Cortes;Mehryar Mohri;Michael Riley;Afshin Rostamizadeh

385
Citations
Learning Non-Linear Combinations of Kernels

Corinna Cortes;Mehryar Mohri;Afshin Rostamizadeh

361
Citations
Learning Bounds for Importance Weighting

Corinna Cortes;Yishay Mansour;Mehryar Mohri

286
Citations
Hancock: a language for extracting signatures from data streams

Corinna Cortes;Kathleen Fisher;Daryl Pregibon;Anne Rogers

281
Citations
AdaNet: adaptive structural learning of artificial neural networks

Corinna Cortes;Xavier Gonzalvo;Vitaly Kuznetsov;Mehryar Mohri

246
Citations
Rational Kernels: Theory and Algorithms

Corinna Cortes;Patrick Haffner;Mehryar Mohri

223
Citations
Two-Stage Learning Kernel Algorithms

Corinna Cortes;Mehryar Mohri;Afshin Rostamizadeh

222
Citations
Domain adaptation and sample bias correction theory and algorithm for regression

Corinna Cortes;Mehryar Mohri

212
Citations
Confidence Intervals for the Area Under the ROC Curve

Corinna Cortes;Mehryar Mohri

211
Citations
Communities of Interest

Corinna Cortes;Daryl Pregibon;Chris Volinsky

207
Citations
Learning with Rejection

Corinna Cortes;Giulia DeSalvo;Mehryar Mohri;Mehryar Mohri

196
Citations

Frequent Co-Authors

Mehryar Mohri Google (United States)

Afshin Rostamizadeh Google (United States)

Vladimir Vapnik Princeton University

Claudio Gentile Google (United States)

John S. Denker Nokia (United States)

Patrice Y. Simard Microsoft (United States)

Patrick Haffner Interactions Corporation

Michael Riley Google (United States)

Yann LeCun Facebook (United States)

Léon Bottou Facebook (United States)

External Links

Wikipedia of Corinna Cortes Personal website of Corinna Cortes Google Scholar page

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