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Nobody
Andre Elisseeff
Dr.
Position: Research Scientist

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2006
Contributions to books
2005
Articles
  • Weston, J. and Leslie, CS. and Ie, E. and Zhou, D. and Elisseeff, A. and Noble, WS. (2005). Semi-supervised protein classification using cluster kernels Bioinformatics, 21, (15), 3241-3247
2004
Articles
Conference Papers
  • J. Weston, C. Leslie, D. Zhou, A. Elisseeff, WS. Noble (2004). Semi-Supervised Protein Classification using Cluster Kernels In: Advances in Neural Information Processing Systems 16, (Ed) Thrun, S., L.K. Saul, B. Schölkopf, Advances in Neural Information Processing Systems, MIT Press, MPI, Tuebingen, Germany, Cambridge, MA, USA, 595-602, ISBN: 0-262-20152-6, Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003)
2003
Articles
  • I. Guyon, A. Elisseeff (2003). An Introduction to Variable and Feature Selection. Journal of Machine Learning, 3, 1157-1182
Conference Papers
  • J. Weston, O. Chapelle, A. Elisseeff, B. Schölkopf, V. Vapnik (2003). Kernel Dependency Estimation In: Advances in Neural Information Processing Systems 15, (Ed) S Becker and S Thrun and K Obermayer, MIT Press, Cambridge, MA, USA, 873-880, ISBN: 0-262-02550-7, 16th Annual Conference on Neural Information Processing Systems (NIPS 2002)
Technical Reports
Contributions to books
  • A. Elisseeff, M. Pontil (2003). Stability of ensembles of kernel machines (Ed) Suykens, J., G. Horvath, S. Basu, C. Micchelli and J. Vandewalle, 190, IOS press, Netherlands, 111-124
2002
Articles
  • Bousquet, O. and Elisseeff, A. (2002). Stability and Generalization Journal of Machine Learning Research, 2, 499-526
Technical Reports
  • Weston, J. and Perez-Cruz, F. and Bousquet, O. and Chapelle, O. and Elisseeff, A. and Schölkopf, B. (2002). Feature Selection and Transduction for Prediction of Molecular Bioactivity for Drug Design
2001
Technical Reports
  • Weston, J. and Perez-Cruz, F. and Bousquet, O. and Chapelle, O. and Elisseeff, A. and Schölkopf, B. (2001). KDD Cup 2001 data analysis: prediction of molecular bioactivity for drug design – Binding to Thrombin BIOwulf
  • Weston, J. and Elisseeff, A. and Schölkopf, B. (2001). Use of the ell_0-norm with linear models and kernel methods Biowulf Technologies
Conference Papers
  • Bousquet, O. and Elisseeff, A. (2001). Algorithmic Stability and Generalization Performance In: Advances in Neural Information Processing Systems 13, (Ed) Leen, T.K. , T.G. Dietterich, V. Tresp, Advances in Neural Information Processing Systems, MIT Press, Cambridge, MA, USA, 196-202, ISBN: 0-262-12241-3, Fourteenth Annual Neural Information Processing Systems Conference (NIPS 2000)
2000
Contributions to books
  • Smola, AJ. and Elisseeff, A. and Schölkopf, B. and Williamson, RC. (2000). Entropy numbers for convex combinations and MLPs In: Advances in Large Margin Classifiers, (Ed) AJ Smola and PL Bartlett and B Schölkopf and D Schuurmans, MIT Press, Cambridge, MA,, 369-387