About
Discord Stateoftheart AI
GitHub

Publications

Cited by

26199

Andre Elisseeff

IBM

United States

Papers and Citations

1 - 50
A kernel method for multi-labelled classification
2002
Andre Elisseeff
Jason Weston
Cited by 1519
On kernel-target alignment
2002
Nello Cristianini
John Shawe-Taylor
Andre Elisseeff
+1
Cited by 1139
Use of the zero-norm with linear models and kernel methods
2003
Bernhard Schölkopf
Andre Elisseeff
Jason Weston
+1
Cited by 900
Semi-supervised protein classification using cluster kernels
2004
Christina Leslie
William Stafford Noble
Denny Zhou
+2
Cited by 296
Embedded methods
2006
Olivier Chapelle
Andre Elisseeff
Jason Weston
+1
Cited by 238
Kernel dependency estimation
2003
Andre Elisseeff
Vladimir Vapnik
Olivier Chapelle
+3
Cited by 212
Leave-one-out error and stability of learning algorithms with applications
2003
Massimiliano Pontil
Andre Elisseeff
Cited by 188
Methods for feature selection in a learning machine
2008
Jason Weston
Andre Elisseeff
F Pérez-Cruz
+1
Cited by 161
Protein ranking: from local to global structure in the protein similarity network
2004
Jason Weston
William Stafford Noble
Andre Elisseeff
+2
Cited by 151
Leave one out error, stability, and generalization of voting combinations of classifiers
2004
Theodoros Evgeniou
Massimiliano Pontil
Andre Elisseeff
Cited by 146
Algorithmic stability and generalization performance
2001
Andre Elisseeff
Olivier Bousquet
Cited by 124
Stability of randomized learning algorithms
2005
Massimiliano Pontil
Andre Elisseeff
Theodoros Evgeniou
Cited by 111
Kernels and kernel methods for spectral data
2009
Jason Weston
Olivier Chapelle
Asa Ben-Hur
+1
Cited by 78
Combining protein secondary structure prediction models with ensemble methods of optimal complexity
2004
Gianluca Pollastri
Yann Guermeur
Andre Elisseeff
+3
Cited by 50
On optimizing kernel alignment
2001
J Kandola
Andre Elisseeff
John Shawe-Taylor
+1
Cited by 45
Kernels and methods for selecting kernels for use in learning machines
2008
B Schoelkopf
Andre Elisseeff
Peter Bartlett
Cited by 40
System and method for distributed elicitation and aggregation of risk information
2011
E Pratsini
D Bhattacharjya
BK Ray
+3
Cited by 24
Support vector machine-based method for analysis of spectral data
2013
Asa Ben-Hur
Jason Weston
Olivier Chapelle
+1
Cited by 21
A simple algorithm for learning stable machines
2002
S Andonova
Theodoros Evgeniou
Massimiliano Pontil
+1
Cited by 21
Method for feature selection and for evaluating features identified as significant for classifying data
2011
A Elisseeff
Andre Elisseeff
Jason Weston
+2
Cited by 19
Selection of features predictive of biological conditions using protein mass spectrographic data
2010
Andre Elisseeff
Jason Weston
Olivier Chapelle
+1
Cited by 14
Efficient allocation of marketing resources using dynamic programming
2005
G Tirenni
A Labbi
Andre Elisseeff
+1
Cited by 8
Machine learning approaches to protein ranking: discriminative, semi-supervised, scalable algorithms
2003
Christina Leslie
William Stafford Noble
Jason Weston
+1
Cited by
Guest editorial: Learning theory
2007
Andre Elisseeff
Olivier Bousquet
Cited by
Stability of Randomized Learning Algorithms with an Application to Bootstrap Methods
Theodoros Evgeniou
Andre Elisseeff
Massimiliano Pontil
Cited by