Table of Contents
Transduction
From a theoretical idea to practical semi-supervised algorithms.
Collaborators
Publications
Léon Bottou, Corinna Cortes and Vladimir Vapnik: On the Effective VC Dimension., (bottou-effvc.ps.Z), Neuroprose (ftp://archive.cis.ohio-state.edu/pub/neuroprose), 1994.
Léon Bottou, Yann Le Cun and Vladimir Vapnik: Predicting Learning Curves without the Ground Truth Hypothesis, Technical Report, May 1999.
Ronan Collobert, Jason Weston and Léon Bottou: Trading Convexity for Scalability, Proceedings of the Twenty-third International Conference on Machine Learning (ICML 2006), IMLS/ICML, 2006.
Ronan Collobert, Fabian Sinz, Jason Weston and Léon Bottou: Large Scale Transductive SVMs, Journal of Machine Learning Research, 7:1687-1712, September 2006.