Adaptive Regularization of Weight Vectors (2009)

by Koby Crammer , Alex Kulesza , Mark Dredze
Venue:Advances in Neural Information Processing Systems 22
Citations:33 - 10 self

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DOI 10.1007/s10994-013-5327-x Adaptive regularization of weight vectors – Koby Crammer, Alex Kulesza, Mark Dredze, K. Crammer
Graduate Group ChairpersonCOPYRIGHT – Mark Harel Dredze, Fernando Pereira, Rajeev Alur, Mark Harel Dredze, Helen Marlene, Berkovitz Dredze, Ph. D - 2009
25 Exact convex confidence-weighted learning – Koby Crammer, Mark Dredze Fern, O Pereira - 2008
1 Confidence-Weighted Linear Classification for Text Categorization – Koby Crammer, Mark Dredze, Fernando Pereira, Michael Collins
5 Maximum Relative Margin and Data-Dependent regularization – Pannagadatta K. Shivaswamy, Tony Jebara
Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence Upper Confidence Weighted Learning for Efficient Exploration in Multiclass Prediction with Binary Feedback ∗ – Hung Ngo, Matthew Luciw, Ngo Anh Vien, Jürgen Schmidhuber
8 Exact soft confidence-weighted learning – Jialei Wang, Peilin Zhao, Steven C. H. Hoi - 2012
4 Learning via gaussian herding – Koby Crammer, Daniel D. Lee - 2010
5 Learning to Detect Malicious URLs – Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker - 2011
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence Active Online Classification via Information Maximization – Noam Slonim, Elad Yom-tov, Koby Crammer
58 Confidence-weighted linear classification – Mark Dredze, Koby Crammer - 2008
1 Structured prediction with relative margin – Pannagadatta Shivaswamy, Tony Jebara
On-Line Portfolio Selection: A Survey ∗ – Bin Li, Steven C. H. Hoi - 2012
2 Virtual Vector Machine for Bayesian Online Classification – Thomas P. Minka, Rongjing Xiang, Yuan (alan Qi
7 New Adaptive Algorithms for Online Classification – Francesco Orabona, Koby Crammer
1 Exact Passive-Aggressive Algorithm for Multiclass Classification Using Support Class – Shin Matsushima, Nobuyuki Shimizu, Kazuhiro Yoshida, Takashi Ninomiya, Hiroshi Nakagawa
34 Identifying Suspicious URLs: An Application of Large-Scale Online Learning – Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker - 2009
5 Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection – Bin Li, Steven C. H. Hoi, Peilin Zhao
Active Learning with Expert Advice – Peilin Zhao, Steven C. H. Hoi, Jinfeng Zhuang