| A Unified View on Multi-class Support Vector Classification. Ü Dogan, T Glasmachers, C Igel J. Mach. Learn. Res. 17 (45), 1-32, 2016 | 73 | 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 | 50 | 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 | 47 | 2015 |
| Multi-task learning for contextual bandits AA Deshmukh, U Dogan, C Scott arXiv preprint arXiv:1705.08618, 2017 | 29 | 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 | 29 | 2008 |
| Accelerated coordinate descent with adaptive coordinate frequencies T Glasmachers, U Dogan Asian Conference on Machine Learning, 72-86, 2013 | 24 | 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 | 21 | 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 | 18 | 2019 |
| Domain generalization by marginal transfer learning G Blanchard, AA Deshmukh, U Dogan, G Lee, C Scott arXiv preprint arXiv:1711.07910, 2017 | 14 | 2017 |
| Fast training of multi-class support vector machines Ü Dogan, T Glasmachers, C Igel Department of Computer Science, University of Copenhagen, 2011 | 14 | 2011 |
| Localized multiple kernel learning—a convex approach Y Lei, A Binder, U Dogan, M Kloft Asian Conference on Machine Learning, 81-96, 2016 | 10 | 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 | 10 | 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 | 9* | 2015 |
| Distributed optimization of multi-class SVMs M Alber, J Zimmert, U Dogan, M Kloft PloS one 12 (6), e0178161, 2017 | 8 | 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 | 8 | 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 | 4 | 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 | 4 | 2012 |
| Label-similarity curriculum learning Ü Dogan, AA Deshmukh, MB Machura, C Igel European Conference on Computer Vision, 174-190, 2020 | 3 | 2020 |
| Generalization error bounds for extreme multi-class classification Y Lei, Ü Dogan, D Zhou, M Kloft CoRR, abs/1706.09814, 2017 | 3 | 2017 |
| Coordinate descent with online adaptation of coordinate frequencies T Glasmachers, Ü Dogan arXiv preprint arXiv:1401.3737, 2014 | 3 | 2014 |
Tobias GlasmachersBestätigte E-Mail-Adresse bei idsia.ch
