Concepedia

Ürün Doǧan

ÜD

13

Publications

505

Citations

12

H-Index

2011

Active since

Affiliations

Microsoft Research (United Kingdom)(Current)

Microsoft (United States)

City University of Hong Kong

University of Potsdam

University of Michigan

Ürün Doǧan is an author at Microsoft Research (United Kingdom) specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceKnowledge DiscoveryData MiningPattern RecognitionSupervised LearningDeep LearningPredictive Analytics

Publications per year

2011–2019

13

Publications

13

Domain Generalization by Marginal Transfer Learning

Gilles Blanchard, Aniket Anand Deshmukh, Ürün Doǧan et al. · arXiv (Cornell University) · 2017 · 146 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Autonomous driving: A comparison of machine learning techniques by means of the prediction of lane change behavior

Ürün Doǧan, Johann Edelbrunner, Ioannis Iossifidis · 2011 · 73 citations

Artificial Intelligence, Lane Change Behavior, Machine Learning +17

A unified view on multi-class support vector classification

Ürün Doǧan, Tobias Glasmachers, Christian Igel · Research at the University of Copenhagen (University of Copenhagen) · 2016 · 63 citations · Full text

Engineering, Machine Learning, Support Vector Machine +16

Data-Dependent Generalization Bounds for Multi-Class Classification

Yunwen Lei, Ürün Doǧan, Ding‐Xuan Zhou et al. · IEEE Transactions on Information Theory · 2019 · 40 citations

Mathematical Programming, Engineering, Machine Learning +18

Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms

Yunwen Lei, Ürün Doǧan, Alexander Binder et al. · arXiv (Cornell University) · 2015 · 31 citations · Full text

Mathematical Programming, Engineering, Machine Learning +18

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