Ofer Dekel
Ofer Dekel
Microsoft Research
Verified email at microsoft.com
TitleCited byYear
Online passive-aggressive algorithms
K Crammer, O Dekel, J Keshet, S Shalev-Shwartz, Y Singer
Journal of Machine Learning Research 7 (Mar), 551-585, 2006
18152006
Optimal distributed online prediction using mini-batches
O Dekel, R Gilad-Bachrach, O Shamir, L Xiao
Journal of Machine Learning Research 13 (Jan), 165-202, 2012
3902012
Large margin hierarchical classification
O Dekel, J Keshet, Y Singer
Proceedings of the twenty-first international conference on Machine learning, 27, 2004
2602004
Log-linear models for label ranking
O Dekel, Y Singer, CD Manning
Advances in neural information processing systems, 497-504, 2004
2082004
The forgetron: A kernel-based perceptron on a budget
O Dekel, S Shalev-Shwartz, Y Singer
SIAM Journal on Computing 37 (5), 1342-1372, 2008
1882008
Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback.
A Agarwal, O Dekel, L Xiao
COLT, 28-40, 2010
1822010
Learning to classify with missing and corrupted features
O Dekel, O Shamir, L Xiao
Machine learning 81 (2), 149-178, 2010
1572010
Vox Populi: Collecting High-Quality Labels from a Crowd.
O Dekel, O Shamir
COLT, 2009
1482009
Cake cutting: not just child's play
AD Procaccia
Communications of the ACM 56 (7), 78-87, 2013
1282013
The Forgetron: A kernel-based perceptron on a fixed budget
O Dekel, S Shalev-Shwartz, Y Singer
Advances in neural information processing systems, 259-266, 2006
1152006
Incentive compatible regression learning
O Dekel, F Fischer, AD Procaccia
Journal of Computer and System Sciences 76 (8), 759-777, 2010
1122010
Good learners for evil teachers
O Dekel, O Shamir
Proceedings of the 26th annual international conference on machine learning …, 2009
972009
Online bandit learning against an adaptive adversary: from regret to policy regret
R Arora, O Dekel, A Tewari
arXiv preprint arXiv:1206.6400, 2012
952012
Selective sampling and active learning from single and multiple teachers
O Dekel, C Gentile, K Sridharan
Journal of Machine Learning Research 13 (Sep), 2655-2697, 2012
712012
An online algorithm for hierarchical phoneme classification
O Dekel, J Keshet, Y Singer
International workshop on machine learning for multimodal interaction, 146-158, 2004
692004
Online learning with feedback graphs: Beyond bandits
N Alon, N Cesa-Bianchi, O Dekel, T Koren
Annual Conference on Learning Theory 40, 2015
682015
Online learning with switching costs and other adaptive adversaries
N Cesa-Bianchi, O Dekel, O Shamir
Advances in Neural Information Processing Systems, 1160-1168, 2013
60*2013
Optimal distributed online prediction
O Dekel, R Gilad-Bachrach, O Shamir, L Xiao
Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011
582011
Adaptive neural networks for efficient inference
T Bolukbasi, J Wang, O Dekel, V Saligrama
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
572017
Robust Selective Sampling from Single and Multiple Teachers.
O Dekel, C Gentile, K Sridharan
COLT, 346-358, 2010
532010
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Articles 1–20