Boosting with structural sparsity
Local collaborative ranking
Large margin hierarchical classification
Online multiclass learning by interclass hypothesis sharing
Efficient projections onto thel1-ball for learning in high dimensions
Online and batch learning of pseudo-metrics
Twenty-first international conference on Machine learning - ICML ’04
Proceedings of the 23rd international conference on World wide web - WWW ’14
Proceedings of the 23rd international conference on Machine learning - ICML ’06
Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - NAACL ’03
Proceedings of the 26th Annual International Conference on Machine Learning - ICML ’09
Proceedings of the 25th international conference on Machine learning - ICML ’08
Shai Shalev-Shwartz
John Duchi
Guy Lebanon
Seungyeon Kim
Shimon Ullman
Samy Bengio
Uncovering shared structures in multiclass classification
Group sparse topical coding
Reducing weight undertraining in structured discriminative learning
Boosting with structure information in the functional space
Efficient Euclidean projections in linear time
Large-scale sparse logistic regression