Ortega, P. A.; Grau-Moya, J.; Genewein, T.; Balduzzi, D.; Braun, D. A.: A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function. In: Advances in Neural Information Processing Systems 25, Vol. 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)

Sra, S.: A new metric on the manifold of kernel matrices with application to matrix geometric means. In: Advances in Neural Information Processing Systems 25, Vol. 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)

Sra, S.: Scalable nonconvex inexact proximal splitting. In: Advances in Neural Information Processing Systems 25, Vol. 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)

Ben Amor, H. E.; Vogt, E.; Ewerton, M.; Berger, E.; Jung, B.; Peters, J.: 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)

Bocsi, B.; Csato, L.; Peters, J.: 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)

Brubaker, M. A.; Geiger, A.; Urtasun, R.: 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)

Burger, H. C.; Schuler, C. J.; Harmeling, S.: 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)

Chen, C.; Zhang, K.; Chan, L.: 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)

Daniel, C. J.; Neumann, G.; Krömer, O.; Peters, J.: 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)

Daniel, C.; Neumann, G.; Peters, J.: 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)

Englert, P.; Paraschos, A.; Peters, J.; Deisenroth, M.: 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)

Feragen, A.; Petersen, J.; Grimm, D.; Dirksen, A.; Pedersen, J. H.; Borgwardt, K. M.; Bruijne, M.: 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)

Gomez Rodriguez, M.; Lescovec, J.; Schölkopf, B.: 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)

Gopalan, N.; Deisenroth, M.; Peters, J.: 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)

Grosse-Wentrup, M.; Harmeling, S.; Zander, T.; Hill, N.; Schölkopf, B.: 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)

Harmeling, S.; Hirsch, M.; Schoelkopf, B.: On a Link Between Kernel Mean Maps and Fraunhofer Diffraction, with an Application to Super-Resolution Beyond the Diffraction Limit. In: 2013 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2013), pp. 1083 - 1090. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Portland, OR, June 23, 2013 - June 28, 2013. IEEE, Piscataway, NJ (2013)

Heidkamp, J.; Maye, F.; Turak, A. Z.: Stabilization methods for small molecule dewetting on Indium tin oxide substrates for organic photovoltaics. Photonics North Conference, Ottawa, Canada, June 03, 2013 - June 05, 2013. Proceedings of SPIE 8915, 891508, (2013)

Homer, M.; Harrison, M.; Black, M. J.; Perge, J.; Cash, S.; Friehs, G.; Hochberg, L.: Mixing Decoded Cursor Velocity and Position from an Offline Kalman Filter Improves Cursor Control in People with Tetraplegia. In: Proceedings 6th International IEEE / EMBS Conference on Neural Engineering, pp. 715 - 718. 6th International IEEE / EMBS Conference on Neural Engineering (NER), San Diego, CA. IEEE (2013)

Hoof, v. H.; Krömer, O.; Peters, J.: Probabilistic Interactive Segmentation for Anthropomorphic Robots in Cluttered Environments. In: 2013 13th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2013), pp. 169 - 176. 13th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2013), Atlanta, GA, October 15, 2013 - October 17, 2013. IEEE, Piscataway, NJ (2013)

Jhuang, H.; Gall, J.; Zuffi, S.; Schmid, C.; Black, M. J.: Towards understanding action recognition. In: International Conference on Computer Vision (ICCV), pp. 3192 - 3199. 2013 IEEE International Conference of Computer Vision (ICCV) , Sydney, Australia, December 01, 2013 - December 08, 2013. IEEE Computer Society (2013)