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Optimal kernel choice for large-scale two-sample tests. In: Advances in Neural Information Processing Systems 25, Vol. 282.
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3, pp. 2024 - 2032 (Eds. Pereira, F.; Burges, C. J.; Bottou, L.; Weinberger, K. Q.). 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, NV, December 03, 2012 - December 06, 2012. Curran Associates, Inc., Red Hook, NY (2013)
A Geometric Take on Metric Learning. In: Advances in Neural Information Processing Systems 25, Vol. 283.
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4, pp. 2861 - 2869 (Eds. Pereira, F.; Burges, C. J.; Bottou, L.; Weinberger, K. Q.). 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, NV, December 03, 2012 - December 06, 2012. Curran Associates, Inc., Red Hook, NY (2013)
Gradient Weights help Nonparametric Regressors. In: Advances in Neural Information Processing Systems 25, Vol. 284.
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1, pp. 665 - 673 (Eds. Pereira, F.; Burges, C. J.; Bottou, L.; Weinberger, K. Q.). 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, NV, December 03, 2012 - December 06, 2012. Curran Associates, Inc., Red Hook, NY (2013)
Semi-Supervised Domain Adaptation with Non-Parametric Copulas. In: Advances in Neural Information Processing Systems 25, Vol. 285.
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1, pp. 10 - 18 (Eds. Pereira, F.; Burges, C. J.; Bottou, L.; Weinberger, K. Q.). 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, NV, December 03, 2012 - December 06, 2012. Curran Associates, Inc., Red Hook, NY (2013)
Learning from distributions via support measure machines. In: Advances in Neural Information Processing Systems 25, Vol. 286.
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4, pp. 3005 - 3013 (Eds. Pereira, F.; Burges, C. J.; Bottou, L.; Weinberger, K. Q.). 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, NV, December 03, 2012 - December 06, 2012. Curran Associates, Inc., Red Hook, NY (2013)
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function. In: Advances in Neural Information Processing Systems 25, Vol. 287.
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1, pp. 144 - 152 (Eds. Pereira, F.; Burges, C. J.; Bottou, L.; Weinberger, K. Q.). 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, NV, December 03, 2012 - December 06, 2012. Curran Associates, Inc., Red Hook, NY (2013)
A new metric on the manifold of kernel matrices with application to matrix geometric means. In: Advances in Neural Information Processing Systems 25, Vol. 288.
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1, pp. 530 - 538 (Eds. Pereira, F.; Burges, C. J.; Bottou, L.; Weinberger, K. Q.). 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, NV, December 03, 2012 - December 06, 2012. Curran Associates, Inc., Red Hook (2013)
Scalable nonconvex inexact proximal splitting. In: Advances in Neural Information Processing Systems 25, Vol. 289.
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Learning responsive robot behavior by imitation. In: 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2013), pp. 3257 - 3264. IEEE/RSJ International Conference on Intelligent Robots and Systems
(IROS 2013), Tokyo, November 03, 2013 - November 07, 2013. IEEE, Piscataway, NJ (2013)
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Alignment-based Transfer Learning for Robot Models. In: 2013 International Joint Conference on Neural Networks (IJCNN 2013 – Dallas), pp. 74 - 80. International Joint Conference on Neural Networks (IJCNN 2013), Dallas, TX, August 04, 2013 - August 09, 2013. IEEE, Piscataway, NJ (2013)
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Lost! Leveraging the Crowd for Probabilistic Visual Self-Localization. In: 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), pp. 3057 - 3064. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Portland, OR, June 23, 2013 - June 28, 2013. IEEE, Piscataway, NJ (2013)
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How to Combine Internal and External Denoising Methods. German Conference on Pattern Recognition (GCPR 2013), Saarbrücken. Pattern Recognition - Proceedings 35th German Conference (GCPR 2013), pp. 121 - 130 (2013)
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Nonlinear Causal Discovery for High Dimensional Data: A Kernelized Trace Method. In: IEEE Proceedings 13th International Conference on Data Mining (ICDM 13), pp. 1003 - 1008. IEEE International Conference on Data Mining (ICDM 13), Dallas, Texas, USA. (2013)
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Learning Sequential Motor Tasks. In: Proceedings 2013 IEEE International Conference on Robotics and Automation (ICRA), pp. 2626 - 2632. 2013 IEEE International Conference on Robotics and Automation (ICRA), Karlsruhe, May 06, 2013 - May 10, 2013. IEEE (2013)
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Autonomous Reinforcement Learning with Hierarchical REPS. In: 2013 International Joint Conference on Neural Networks (IJCNN 2013 – Dallas), pp. 353 - 360. International Joint Conference on Neural Networks (IJCNN 2013), Dallas, TX, August 04, 2013 - August 09, 2013. IEEE, Piscataway, NJ (2013)
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Model-based imitation learning by probabilistic trajectory matching. In: Proceedings 2013 IEEE International Conference on Robotics and Automation (ICRA), pp. 1922 - 1927. 2013 IEEE International Conference on Robotics and Automation (ICRA), Karlsruhe, May 06, 2013 - May 10, 2013. IEEE (2013)
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Geometric tree kernels: Classification of COPD from airway tree geometry. In: Information Processing in Medical Imaging, pp. 171 - 183 (Eds. Gee, J.; Joshi, S.). 23rd International Conference on Information Processing in Medical Imaging (IPMI 2013), Asilomar, CA, USA, June 28, 2013 - July 03, 2013. Springer, Berlin - Heidelberg (2013)
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Structure and dynamics of information pathways in online media. In: Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, pp. 23 - 32. International Conference on Web Search and Data Mining (WSDM ´13), Rom, Italy, February 04, 2013 - February 08, 2013. ACM - Association for Computing Machinery, New York, NY, USA (2013)
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Feedback Error Learning for Rhythmic Motor Primitives. In: Proceedings 2013 IEEE International Conference on Robotics and Automation (ICRA 2013), pp. 1317 - 1322. International Conference on Robotics and Automation (ICRA 2013), Karlsruhe, Germany, May 06, 2013 - May 10, 2013. IEEE, Piscataway, NJ (2013)
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How to Test the Quality of Reconstructed Sources in Independent Component Analysis (ICA) of EEG/MEG Data. In: Proceedings of the 3rd International Workshop on Pattern Recognition in NeuroImaging (PRNI 2013), pp. 102 - 105. 2013 International Workshop on Pattern Recognition in Neuroimaging (PRNI), Philadelphia, PA, USA, June 22, 2013 - June 24, 2013. IEEE Computer Society (2013)