2006


F. H. Sinz and B. Schölkopf
Minimal Logical Constraint Covering Sets
Max Planck Institute for Biological Cybernetics Technical Report 155, 2006
#linear programming, #logical constraints, #covering set
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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
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J. Quinonero-Candela, C. E. Rasmussen, F. Sinz, and B. Schoelkopf
Evaluating Predictive Uncertainty Challenge
Machine Learning Challenges: Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment, First Pascal Machine ... Computer Science / Lecture Notes in Artific), 2006
#machine learning challenge, #predictive uncertainty
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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
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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
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