Ofer Dekel
Ofer Dekel
Microsoft Research
Verified email at microsoft.com
Title
Cited by
Cited by
Year
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
19582006
Optimal distributed online prediction using mini-batches
O Dekel, R Gilad-Bachrach, O Shamir, L Xiao
The Journal of Machine Learning Research 13, 165-202, 2012
4562012
Large margin hierarchical classification
O Dekel, J Keshet, Y Singer
Proceedings of the twenty-first international conference on Machine learning, 27, 2004
2682004
Log-linear models for label ranking
O Dekel, Y Singer, CD Manning
Advances in neural information processing systems, 497-504, 2004
2122004
Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback.
A Agarwal, O Dekel, L Xiao
COLT, 28-40, 2010
2112010
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
1992008
Learning to classify with missing and corrupted features
O Dekel, O Shamir, L Xiao
Machine learning 81 (2), 149-178, 2010
1722010
Vox Populi: Collecting High-Quality Labels from a Crowd.
O Dekel, O Shamir
COLT, 2009
1562009
Cake cutting: not just child's play
AD Procaccia
Communications of the ACM 56 (7), 78-87, 2013
1382013
Incentive compatible regression learning
O Dekel, F Fischer, AD Procaccia
Journal of Computer and System Sciences 76 (8), 759-777, 2010
1252010
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
1222006
Online bandit learning against an adaptive adversary: from regret to policy regret
R Arora, O Dekel, A Tewari
arXiv preprint arXiv:1206.6400, 2012
1102012
Good learners for evil teachers
O Dekel, O Shamir
Proceedings of the 26th annual international conference on machine learning …, 2009
992009
Adaptive neural networks for efficient inference
T Bolukbasi, J Wang, O Dekel, V Saligrama
arXiv preprint arXiv:1702.07811, 2017
952017
Online learning with feedback graphs: Beyond bandits
N Alon, N Cesa-Bianchi, O Dekel, T Koren
Annual Conference on Learning Theory 40, 2015
832015
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
772012
An online algorithm for hierarchical phoneme classification
O Dekel, J Keshet, Y Singer
International workshop on machine learning for multimodal interaction, 146-158, 2004
682004
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
66*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
602011
Turkserver: Enabling synchronous and longitudinal online experiments
A Mao, Y Chen, KZ Gajos, DC Parkes, A Procaccia, H Zhang
AAAI Press, 2012
542012
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