Publications of O Chapelle

Talk (2)

41.
Talk
Chapelle, O.: A taxonomy of semi-supervised learning algorithms. Yahoo!, Sunnyvale, CA, USA (2005)
42.
Talk
Chapelle, O.: Some thoughts about Gaussian Processes. NIPS 2005 Workshop on Open Problems in Gaussian Processes for Machine Learning, Whistler, BC, Canada (2005)

Thesis - PhD (1)

43.
Thesis - PhD
Chapelle, O.: Support Vector Machines: Induction Principle, Adaptive Tuning and Prior Knowledge. Dissertation, 180 pp., Universit ́e Pierre et Marie Curie: Paris VI, Paris, France (2004)

Report (6)

44.
Report
Walder, C.; Chapelle, O.: Learning with Transformation Invariant Kernels (Technical Report of the Max Planck Institute for Biological Cybernetics, 165). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2007), 12 pp.
45.
Report
Chapelle, O.: Training a Support Vector Machine in the Primal (Technical Report of the Max Planck Institute for Biological Cybernetics, 147). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2006), 15 pp.
46.
Report
Eichhorn, J.; Chapelle, O.: Object categorization with SVM: kernels for local features (Technical Report of the Max Planck Institute for Biological Cybernetics, 137). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2004), 9 pp.
47.
Report
Weston, J.; Chapelle, O.; Elisseeff, A.; Schölkopf, B.; Vapnik, V.: Kernel Dependency Estimation (Technical Report of the Max Planck Institute for Biological Cybernetics, 98). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2002), 10 pp.
48.
Report
Weston, J.; Perez-Cruz F, Bousquet, O.; Chapelle, O.; Elisseeff, A.; Schölkopf, B.: Feature Selection and Transduction for Prediction of Molecular Bioactivity for Drug Design. (2002)
49.
Report
Chapelle, O.; Schölkopf, B.: Incorporating Invariances in Non-Linear Support Vector Machines. (2001)
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