Concepedia

Ofer Dekel

OD

37

Publications

4.6K

Citations

28

H-Index

2002

Active since

Affiliations

Microsoft (United States)(Current)

Hebrew University of Jerusalem

Microsoft Research (United Kingdom)

Technion – Israel Institute of Technology

Toyota Technological Institute at Chicago

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

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceData MiningKnowledge DiscoveryArtificial IntelligenceSupervised LearningPattern RecognitionPredictive Analytics

Publications per year

2002–2017

37

Publications

37

Online Passive-Aggressive Algorithms

Koby Crammer, Ofer Dekel, Joseph Keshet et al. · 2006 · 1.4K citations

Artificial Intelligence, Mathematical Programming, Engineering +18

Optimal Distributed Online Prediction using Mini-Batches

Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir et al. · arXiv (Cornell University) · 2010 · 562 citations · Full text

Cluster Computing, Online Prediction Methods, Engineering +18

Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback.

Alekh Agarwal, Ofer Dekel, Lin Xiao · 2010 · 253 citations

Large margin hierarchical classification

Ofer Dekel, Joseph Keshet, Yoram Singer · 2004 · 215 citations

Structured Prediction, Multiple Instance Learning, Engineering +18

The Forgetron: A Kernel-Based Perceptron on a Budget

Ofer Dekel, Shai Shalev‐Shwartz, Yoram Singer · SIAM Journal on Computing · 2008 · 179 citations

Forgetron Family, Classification Method, Engineering +15

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