Urun Dogan
Urun Dogan
Researcher, Microsoft
Bestätigte E-Mail-Adresse bei microsoft.com
Zitiert von
Zitiert von
A Unified View on Multi-class Support Vector Classification.
Ü Dogan, T Glasmachers, C Igel
J. Mach. Learn. Res. 17 (45), 1-32, 2016
Autonomous driving: A comparison of machine learning techniques by means of the prediction of lane change behavior
Ü Dogan, J Edelbrunner, I Iossifidis
2011 IEEE International Conference on Robotics and Biomimetics, 1837-1843, 2011
Multi-class svms: From tighter data-dependent generalization bounds to novel algorithms
Y Lei, Ü Dogan, A Binder, M Kloft
arXiv preprint arXiv:1506.04359, 2015
Multi-task learning for contextual bandits
AA Deshmukh, U Dogan, C Scott
arXiv preprint arXiv:1705.08618, 2017
Towards a driver model: Preliminary study of lane change behavior
U Dogan, H Edelbrunner, I Iossifidis
2008 11th International IEEE Conference on Intelligent Transportation …, 2008
Accelerated coordinate descent with adaptive coordinate frequencies
T Glasmachers, U Dogan
Asian Conference on Machine Learning, 72-86, 2013
Extensions of stability selection using subsamples of observations and covariates
A Beinrucker, Ü Dogan, G Blanchard
Statistics and Computing 26 (5), 1059-1077, 2016
Data-dependent generalization bounds for multi-class classification
Y Lei, Ü Dogan, DX Zhou, M Kloft
IEEE Transactions on Information Theory 65 (5), 2995-3021, 2019
Domain generalization by marginal transfer learning
G Blanchard, AA Deshmukh, U Dogan, G Lee, C Scott
arXiv preprint arXiv:1711.07910, 2017
Fast training of multi-class support vector machines
Ü Dogan, T Glasmachers, C Igel
Department of Computer Science, University of Copenhagen, 2011
Localized multiple kernel learning—a convex approach
Y Lei, A Binder, U Dogan, M Kloft
Asian Conference on Machine Learning, 81-96, 2016
A simple extension of stability feature selection
A Beinrucker, Ü Dogan, G Blanchard
Joint DAGM (German Association for Pattern Recognition) and OAGM Symposium …, 2012
Theory and Algorithms for the Localized Setting of Learning Kernels
MK Yunwen Lei, Alexander Binder, Urün Dogan
JMLR: Workshop and Conference Proceedings 44, 173-195, 2015
Distributed optimization of multi-class SVMs
M Alber, J Zimmert, U Dogan, M Kloft
PloS one 12 (6), e0178161, 2017
Decoding multitask dqn in the world of minecraft
LT Liu, U Dogan, K Hofmann
The 13th European Workshop on Reinforcement Learning (EWRL) 2016, 2016
A generalization error bound for multi-class domain generalization
AA Deshmukh, Y Lei, S Sharma, U Dogan, JW Cutler, C Scott
arXiv preprint arXiv:1905.10392, 2019
Early stopping for mutual information based feature selection
A Beinrucker, Ü Dogan, G Blanchard
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
Label-similarity curriculum learning
Ü Dogan, AA Deshmukh, MB Machura, C Igel
European Conference on Computer Vision, 174-190, 2020
Generalization error bounds for extreme multi-class classification
Y Lei, Ü Dogan, D Zhou, M Kloft
CoRR, abs/1706.09814, 2017
Coordinate descent with online adaptation of coordinate frequencies
T Glasmachers, Ü Dogan
arXiv preprint arXiv:1401.3737, 2014
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