Publications of O Chapelle
All genres
Talk (2)
41.
Talk
Some thoughts about Gaussian Processes. NIPS 2005 Workshop on Open Problems in Gaussian Processes for Machine Learning, Whistler, BC, Canada (2005)
Thesis - PhD (1)
42.
Thesis - PhD
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)
43.
Report
165). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2007), 12 pp.
Learning with Transformation Invariant Kernels (Technical Report of the Max Planck Institute for Biological Cybernetics, 44.
Report
147). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2006), 15 pp.
Training a Support Vector Machine in the Primal (Technical Report of the Max Planck Institute for Biological Cybernetics, 45.
Report
137). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2004), 9 pp.
Object categorization with SVM: kernels for local features (Technical Report of the Max Planck Institute for Biological Cybernetics, 46.
Report
98). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2002), 10 pp.
Kernel Dependency Estimation (Technical Report of the Max Planck Institute for Biological Cybernetics, 47.
Report
Feature Selection and Transduction for Prediction of Molecular Bioactivity for Drug Design. (2002)
48.
Report
Incorporating Invariances in Non-Linear Support Vector Machines. (2001)