2006


M. Bethge
Factorial coding of natural images: How effective are linear model in removing higher-order dependencies?
Journal of the Optical Society of America A, 2006
BibTex
F. H. Sinz and B. Schölkopf
Minimal Logical Constraint Covering Sets
Max Planck Institute for Biological Cybernetics, 2006
#linear programming, #logical constraints, #covering set
PDF, BibTex
J. Weston, R. Collobert, F. Sinz, L. Bottou, and V. Vapnik
Inference with the Universum
Proceedings of the 23rd international conference on Machine learning ICML 06, 2006
#cccp optimization, #svms, #semi-supervised learning, #transductive learning
URL, DOI, PDF, BibTex
J. Quinonero-Candela, C. E. Rasmussen, F. Sinz, and B. Schoelkopf
Evaluating Predictive Uncertainty Challenge
Machine Learning Challenges, Springer, 2006
#machine learning challenge, #predictive uncertainty
URL, BibTex
R. Collobert, F. Sinz, J. Weston, and L. Bottou
Trading Convexity for Scalability
Proceedings of the 23rd international conference on Machine learning ICML 06, 2006
#cccp optimization, #svms, #semi-supervised learning, #transductive learning
URL, DOI, PDF, BibTex
R. Collobert, F. Sinz, J. Weston, and L. Bottou
Large scale transductive SVMs
Journal of Machine Learning Research, 7, 1687-1712, 2006
#cccp optimization, #svms, #semi-supervised learning, #transductive learning
URL, DOI, PDF, BibTex
University of Tuebingen BCCN CIN MPI