William W. Cohen, Andrew McCallum, Sam T. Roweis (Eds.):
Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008.
ACM International Conference Proceeding Series 307 ACM 2008, ISBN 978-1-60558-205-4
25. ICML 2008:
Francis R. Bach
: Bolasso: model consistent Lasso estimation through the bootstrap.
: Fast nearest neighbor retrieval for bregman divergences.
, Jason Weston
: A unified architecture for natural language processing: deep neural networks with multitask learning.
, Daniel D. Lee
: Grassmann discriminant analysis: a unifying view on subspace-based learning.
: A worst-case comparison between temporal difference and residual gradient with linear function approximation.
: Bi-level path following for cross validated solution of kernel quantile regression.
, Bernd Fischer
: The Group-Lasso for generalized linear models: uniqueness of solutions and efficient algorithms.
, Eric P. Xing
: mStruct: a new admixture model for inference of population structure in light of both genetic admixing and allele mutations.
: Training restricted Boltzmann machines using approximations to the likelihood gradient.
, Zhi-Hua Zhou
: On multi-view active learning and the combination with semi-supervised learning.