Journal Articles by R. Collobert


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

Conference Papers


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, Poster, 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, Errata, BibTex

Unpublished Papers


R. Collobert, F. Sinz, J. Weston, and L. Bottou
Trading Convexity for Scalability
Large Scale Kernel Machines, 2007
#cccp optimization, #svms, #semi-supervised learning, #transductive learning
BibTex