Ofer Dekel - Concepedia

Author

Ofer Dekel

Microsoft (United States)

Also Known As

Dekel, Ofer, Ofer Dekel

Publications

4.9K

Citations

H-Index

Concepts

All Affiliations

Microsoft (United States)Hebrew University of Jerusalem Microsoft Research (United Kingdom)Technion – Israel Institute of Technology Toyota Technological Institute at Chicago

About

Ofer Dekel is an author at Microsoft (United States) specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	19	21	3.7K
2	Business	2	2	142
3	Education	2	2	211
4	Computer Engineering	2	2	696
5	Management	1	1	15

Ofer Dekel

Publications

4.6K

Citations

H-Index

Page 1

	Year	Citations
Online Passive-Aggressive Algorithms Koby Crammer, Ofer Dekel, Joseph Keshet, Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningSequence Prediction	2006	1.4K
Optimal Distributed Online Prediction using Mini-Batches Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir, arXiv (Cornell University) Cluster ComputingOnline Prediction MethodsEngineeringMachine LearningDistributed Algorithms	2010	562
Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback. Alekh Agarwal, Ofer Dekel, Lin Xiao	2010	253
Large margin hierarchical classification Ofer Dekel, Joseph Keshet, Yoram Singer Structured PredictionMultiple Instance LearningEngineeringMachine LearningCorpus Linguistics	2004	215
The Forgetron: A Kernel-Based Perceptron on a Budget Ofer Dekel, Shai Shalev‐Shwartz, Yoram Singer SIAM Journal on Computing Forgetron FamilyClassification MethodEngineeringMachine LearningData Science	2008	179
Log-Linear Models for Label Ranking Ofer Dekel, Yoram Singer, Christopher D. Manning Structured PredictionRanking AlgorithmEngineeringMachine LearningLabel Ranking	2003	163
Vox Populi: Collecting High-Quality Labels from a Crowd Ofer Dekel, Ohad Shamir	2009	147
Incentive compatible regression learning Ofer Dekel, Felix Fischer, Ariel D. Procaccia Journal of Computer and System Sciences EngineeringMachine LearningIncentive MechanismPredictive AnalyticsIncentive-centered Design	2010	143
Adaptive Neural Networks for Efficient Inference Tolga Bolukbasi, Joseph Wang, Ofer Dekel, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningMixture Of ExpertData Science	2017	134
Learning to classify with missing and corrupted features Ofer Dekel, Ohad Shamir, Lin Xiao Machine Learning Classification MethodMachine VisionMachine LearningData ScienceData Mining	2009	127

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