Ofer Dekel
Ofer Dekel
Microsoft Research
Verified email at microsoft.com
Cited by
Cited by
Online passive aggressive algorithms
K Crammer, O Dekel, J Keshet, S Shalev-Shwartz, Y Singer
Optimal Distributed Online Prediction Using Mini-Batches.
O Dekel, R Gilad-Bachrach, O Shamir, L Xiao
Journal of Machine Learning Research 13 (1), 2012
Large margin hierarchical classification
O Dekel, J Keshet, Y Singer
Proceedings of the twenty-first international conference on Machine learning, 27, 2004
Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback.
A Agarwal, O Dekel, L Xiao
COLT, 28-40, 2010
Log-linear models for label ranking
O Dekel, Y Singer, CD Manning
Advances in neural information processing systems 16, 497-504, 2003
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
Learning to classify with missing and corrupted features
O Dekel, O Shamir, L Xiao
Machine learning 81 (2), 149-178, 2010
Vox Populi: Collecting High-Quality Labels from a Crowd.
O Dekel, O Shamir
COLT, 2009
Cake cutting: Not just child's play
AD Procaccia
Communications of the ACM 56 (7), 78-87, 2013
Incentive compatible regression learning
O Dekel, F Fischer, AD Procaccia
Journal of Computer and System Sciences 76 (8), 759-777, 2010
Adaptive neural networks for efficient inference
T Bolukbasi, J Wang, O Dekel, V Saligrama
International Conference on Machine Learning, 527-536, 2017
Online bandit learning against an adaptive adversary: from regret to policy regret
R Arora, O Dekel, A Tewari
arXiv preprint arXiv:1206.6400, 2012
The Forgetron: A kernel-based perceptron on a fixed budget
O Dekel, S Shalev-Shwartz, Y Singer
Good learners for evil teachers
O Dekel, O Shamir
Proceedings of the 26th annual international conference on machine learning …, 2009
Online learning with feedback graphs: Beyond bandits
N Alon, N Cesa-Bianchi, O Dekel, T Koren
Conference on Learning Theory, 23-35, 2015
Selective sampling and active learning from single and multiple teachers
O Dekel, C Gentile, K Sridharan
The Journal of Machine Learning Research 13 (1), 2655-2697, 2012
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
An online algorithm for hierarchical phoneme classification
O Dekel, J Keshet, Y Singer
International workshop on machine learning for multimodal interaction, 146-158, 2004
Bandits with switching costs: T2/3 regret
O Dekel, J Ding, T Koren, Y Peres
Proceedings of the forty-sixth annual ACM symposium on Theory of computing …, 2014
Optimal distributed online prediction
O Dekel, R Gilad-Bachrach, O Shamir, L Xiao
ICML, 2011
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