About
Discord Stateoftheart AI
GitHub

Publications

163

Cited by

60126

Corinna Cortes

machine learningdatamining
Google

United States

Papers and Citations

1 - 50
Support-vector networks
1995
Corinna Cortes
V Vapnik
Cited by 43942
Comparison of learning algorithms for handwritten digit recognition
1995
Isabelle Guyon
Isabelle Guyon
Yann LeCun
+9
Cited by 1226
Comparison of classifier methods: a case study in handwritten digit recognition
1994
Leon Bottou
Corinna Cortes
Yann LeCun
+8
Cited by 871
AUC optimization vs. error rate minimization
2004
Corinna Cortes
Mehryar Mohri
Cited by 659
Learning algorithms for classification: A comparison on handwritten digit recognition
1995
Isabelle Guyon
Isabelle Guyon
Yann LeCun
+8
Cited by 524
Boosting and other ensemble methods
1994
Yann LeCun
Corinna Cortes
H Drucker
+2
Cited by 405
Algorithms for learning kernels based on centered alignment
2012
Corinna Cortes
Mehryar Mohri
Afshin Rostamizadeh
Cited by 366
Boosting decision trees
1996
Corinna Cortes
H Drucker
Cited by 327
Learning non-linear combinations of kernels
2009
Afshin Rostamizadeh
Corinna Cortes
Mehryar Mohri
Cited by 316
Sample selection bias correction theory
2008
Michael Riley
Corinna Cortes
Mehryar Mohri
+1
Cited by 267
Hancock: a language for extracting signatures from data streams
2000
Corinna Cortes
Anne Rogers
Kathleen Fisher
+1
Cited by 264
L2 regularization for learning kernels
2012
Afshin Rostamizadeh
Corinna Cortes
Mehryar Mohri
Cited by 228
Learning Bounds for Importance Weighting.
2010
Y Mansour
Corinna Cortes
Mehryar Mohri
Cited by 225
Rational kernels: Theory and algorithms
2004
Patrick Haffner
Corinna Cortes
Mehryar Mohri
Cited by 210
Two-stage learning kernel algorithms
2010
Mehryar Mohri
Corinna Cortes
Afshin Rostamizadeh
Cited by 209
Learning bounds for importance weighting
2010
Mehryar Mohri
Corinna Cortes
Y Mansour
Cited by 202
Adanet: Adaptive structural learning of artificial neural networks
2017
Scott Yang
Mehryar Mohri
Vitaly Kuznetsov
+3
Cited by 193
Confidence intervals for the area under the ROC curve
2005
Corinna Cortes
Mehryar Mohri
Cited by 185
Communities of interest
2001
Chris Volinsky
Corinna Cortes
D Pregibon
Cited by 178
Squashing flat files flatter
1999
Chris Volinsky
Corinna Cortes
T Johnson
+2
Cited by 173
Computational methods for dynamic graphs
2003
Corinna Cortes
D Pregibon
C Volinsky
Cited by 160
On the impact of kernel approximation on learning accuracy
2010
Ameet Talwalkar
Corinna Cortes
Mehryar Mohri
Cited by 148
Signature-based methods for data streams
2001
D Pregibon
Corinna Cortes
Cited by 145
Learning to rank
2005
Ralf Herbrich
Corinna Cortes
Shivani Agarwal
Cited by 141
Domain adaptation and sample bias correction theory and algorithm for regression
2014
Corinna Cortes
Mehryar Mohri
Cited by 136
Learning curves: Asymptotic values and rate of convergence
1994
Corinna Cortes
Sara A. Solla
JS Denker
+2
Cited by 128
Generalization bounds for learning kernels
2010
Afshin Rostamizadeh
Corinna Cortes
Mehryar Mohri
Cited by 124
Magnitude-preserving ranking algorithms
2007
Mehryar Mohri
Ashish Rastogi
Corinna Cortes
Cited by 112
A general regression technique for learning transductions
2005
Corinna Cortes
Mehryar Mohri
Jason Weston
Cited by 109
Video content analysis for automatic demographics recognition of users and videos
2010
Corinna Cortes
Sanjiv Kumar
Ameesh Makadia
+3
Cited by 108
Prediction of generalization ability in learning machines
1995
Corinna Cortes
Cited by 105
Margin-based ranking meets boosting in the middle
2005
Mehryar Mohri
Cynthia Rudin
Corinna Cortes
+1
Cited by 92
Learning with rejection
2016
Mehryar Mohri
Giulia DeSalvo
Corinna Cortes
Cited by 86
Accuracy at the top
2012
Mehryar Mohri
Corinna Cortes
Stephen Boyd
+1
Cited by 82
Learning kernels using local rademacher complexity
2013
Mehryar Mohri
Marius Kloft
Corinna Cortes
Cited by 81
Domain adaptation in regression
2011
Corinna Cortes
Mehryar Mohri
Cited by 79
Limits on learning machine accuracy imposed by data quality
1995
LD Jackel
WP Chiang
Corinna Cortes
Cited by 72
Deep boosting
2014
Umar Syed
Mehryar Mohri
Corinna Cortes
Cited by 61
Polynomial semantic indexing
2009
Corinna Cortes
Mehryar Mohri
David Grangier
+5
Cited by 58
Positive definite rational kernels
2003
Corinna Cortes
Mehryar Mohri
Patrick Haffner
Cited by 56
Stability of transductive regression algorithms
2008
Mehryar Mohri
Ashish Rastogi
Corinna Cortes
+1
Cited by 51
Hancock: A Language for Analyzing Transactional Data Streams
2016
D Pregibon
F Smith
Anne Rogers
+2
Cited by 45
On the computation of the relative entropy of probabilistic automata
2008
Ashish Rastogi
Corinna Cortes
Mehryar Mohri
+1
Cited by 43
Multi-class classification with maximum margin multiple kernel
2013
Mehryar Mohri
Afshin Rostamizadeh
Corinna Cortes
Cited by 43
Structured Prediction Theory Based on Factor Graph Complexity
2016
Corinna Cortes
Scott Yang
Mehryar Mohri
+2
Cited by 41
Giga-Mining.
1998
D Pregibon
Corinna Cortes
Cited by 37
Method and apparatus for determining the accuracy limit of a learning machine for predicting path performance degradation in a communications network
1998
WP Chiang
LD Jackel
Corinna Cortes
+1
Cited by 36
An alternative ranking problem for search engines
2007
Ashish Rastogi
Corinna Cortes
Mehryar Mohri
Cited by 36
Ensemble Methods for Structured Prediction
2014
Corinna Cortes
Vitaly Kuznetsov
Mehryar Mohri
Cited by 34
Learning sequence kernels
2008
Afshin Rostamizadeh
Mehryar Mohri
Corinna Cortes
Cited by 34