Urun Dogan
Urun Dogan
Researcher, Microsoft
Verified email at microsoft.com
Title
Cited by
Cited by
Year
A unified view on multi-class support vector classification
‹ Doǧan, T Glasmachers, C Igel
The Journal of Machine Learning Research 17 (1), 1550-1831, 2016
582016
Autonomous driving: A comparison of machine learning techniques by means of the prediction of lane change behavior
‹ Dogan, J Edelbrunner, I Iossifidis
2011 IEEE International Conference on Robotics and Biomimetics, 1837-1843, 2011
382011
Multi-class svms: From tighter data-dependent generalization bounds to novel algorithms
Y Lei, U Dogan, A Binder, M Kloft
Advances in Neural Information Processing Systems, 2035-2043, 2015
342015
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
282008
Accelerated coordinate descent with adaptive coordinate frequencies
T Glasmachers, U Dogan
Asian Conference on Machine Learning, 72-86, 2013
202013
Multi-task learning for contextual bandits
AA Deshmukh, U Dogan, C Scott
Advances in neural information processing systems, 4848-4856, 2017
182017
Extensions of stability selection using subsamples of observations and covariates
A Beinrucker, ‹ Dogan, G Blanchard
Statistics and Computing 26 (5), 1059-1077, 2016
132016
Fast training of multi-class support vector machines
U Dogan, T Glasmachers, C Igel
Faculty of Science, University of Copenhagen, Tech. Rep, 2011
122011
Domain generalization by marginal transfer learning
G Blanchard, AA Deshmukh, U Dogan, G Lee, C Scott
arXiv preprint arXiv:1711.07910, 2017
102017
Localized multiple kernel learning—a convex approach
Y Lei, A Binder, U Dogan, M Kloft
Asian Conference on Machine Learning, 81-96, 2016
102016
A simple extension of stability feature selection
A Beinrucker, ‹ Dogan, G Blanchard
Joint DAGM (German Association for Pattern Recognition) and OAGM Symposium†…, 2012
102012
Theory and Algorithms for the Localized Setting of Learning Kernels
MK Yunwen Lei, Alexander Binder, UrŁn Dogan
JMLR: Workshop and Conference Proceedings 44, 173-195, 2015
9*2015
Data-dependent generalization bounds for multi-class classification
Y Lei, ‹ Dogan, DX Zhou, M Kloft
IEEE Transactions on Information Theory 65 (5), 2995-3021, 2019
82019
Distributed optimization of multi-class SVMs
M Alber, J Zimmert, U Dogan, M Kloft
PloS one 12 (6), 2017
62017
Early stopping for mutual information based feature selection
A Beinrucker, ‹ Dogan, G Blanchard
Proceedings of the 21st International Conference on Pattern Recognition†…, 2012
42012
Decoding multitask dqn in the world of minecraft
LT Liu, U Dogan, K Hofmann
The 13th European Workshop on Reinforcement Learning (EWRL) 2016, 2016
32016
Coordinate descent with online adaptation of coordinate frequencies
T Glasmachers, ‹ Dogan
arXiv preprint arXiv:1401.3737, 2014
32014
Generalization error bounds for extreme multi-class classification
Y Lei, ‹ Dogan, D Zhou, M Kloft
CoRR, abs/1706.09814, 2017
22017
A note on extending generalization bounds for binary large-margin classifiers to multiple classes
‹ Dogan, T Glasmachers, C Igel
Joint European Conference on Machine Learning and Knowledge Discovery in†…, 2012
22012
Accelerated Linear SVM Training with Adaptive Variable Selection Frequencies
T Glasmachers, ‹ Dogan
arXiv preprint arXiv:1302.5608, 2013
12013
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Articles 1–20