Portrait of Ofer Dekel

Ofer Dekel

Principal Researcher

About

I’m a Principal Researcher in the Machine Learning and Optimization group, at Microsoft Research, in Redmond, Washington. My main research interests are machine learning, online prediction, algorithm engineering, statistical learning theory, and optimization.

Recently, I’ve been focusing on machine learning algorithms and technologies tailored for tiny resource-constrained computers, like the ones embedded in intelligent devices.

In the past, I worked on online learning and bandit algorithms, support vector machines, boosting algorithms, online to batch conversion techniques, incentive compatible learning, learning from multiple teachers and crowdsourced data, growing and pruning decision trees, extreme classification, and other topics in statistical and online learning.

Other

My Publications

Working Papers and Technical Reports

Journal Papers

Conference Papers