Zhou, C.; Güney, F.; Wang, Y.; Geiger, A.: Exploiting Object Similarity in 3D Reconstruction. In: Proceedings International Conference on Computer Vision (ICCV), 2015, pp. 2201 - 2209. International Conference on Computer Vision (ICCV), 2015, Santiago, Chile, December 07, 2015 - December 13, 2015. IEEE, New York (2015)

Geiger, A.; Wang, C.: Joint 3D Object and Layout Inference from a single RGB-D Image. In: Pattern Recognition - Proceedings 37th German Conference, GCPR 2015, Aachen, Germany, pp. 183 - 195. German Conference on Pattern Recognition (GCPR), Aachen, Germany, October 07, 2015 - October 10, 2015. Springer, Cham (2015)

Menze, M.; Heipke, C.; Geiger, A.: Discrete Optimization for Optical Flow. In: Pattern Recognition, pp. 16 - 28 (Eds. Gall, J.; Gehler, P.; Leibe, B.). 37th German Conference on Pattern Recognition (GCPR 2015), Aachen, Germany, October 07, 2015 - October 10, 2015. Springer, Cham (2015)

Romero, J.; Loper, M.; Black, M. J.: FlowCap: 2D Human Pose from Optical Flow. In: Pattern Recognition: 37th German Conference, GCPR 2015, Aachen, Germany, October 7-10, 2015, Proceedings, pp. 412 - 423 (Eds. Gall, J.; Gehler, P.; Leibe, B.). 37th German Conference Pattern Recognition, GCPR 2015, Aachen, Germany, October 07, 2015 - October 10, 2015. Springer, Cham (2015)

Calandra, R.; Ivaldi, S.; Deisenroth, M.; Peters, J.: Learning Torque Control in Presence of Contacts using Tactile Sensing from Robot Skin. In: 15th IEEE-RAS International Conference on Humanoid Robots, pp. 690 - 695. IEEE-RAS International Conference on Humanoid Robots, Seoul, November 03, 2015 - November 05, 2015. IEEE, New York, NY (2015)

Khatami, M.; Schmidt-Wilcke, T.; Sundgren, P.C.; Abbasloo, A.; Schölkopf, B.; Schultz, T.: BundleMAP: Anatomically Localized Features from dMRI for Detection of Disease. In: Proceedings Machine Learning in Medical Imaging, pp. 52 - 60 (Eds. Zhou, L.; Wang, L.; Wang, Q.; Shi, Y.). 6th International Workshop on Machine Learning in Medical Imaging (MLMI 2015) , München, Germany, October 05, 2015 - October 09, 2015. Springer, Cham (2015)

Tolstikhin, I.; Zhivotovskiy, N.; Blanchard, G.: Permutational Rademacher Complexity: a New Complexity Measure for Transductive Learning. In: Proceedings of the 26th International Conference on Algorithmic Learning Theory, pp. 209 - 223 (Eds. Chaudhuri, K.; Gentile, C.; Zilles, S.). 26th International Conference on Algorithmic Learning Theory (ALT), 2015, Banff, Canada, October 04, 2015 - October 06, 2015. Springer, Cham (2015)

Fomina, T.; Schölkopf, B.; Grosse-Wentrup, M.: Towards Cognitive Brain-Computer Interfaces for Patients with Amyotrophic Lateral Sclerosis. In: Proceedings of 7th Computer Science and Electronic Engineering Conference, pp. 77 - 80. 7th Computer Science and Electronic Engineering Conference (CEEC), 2015, Colchester, UK, September 24, 2015 - September 25, 2015. IEEE, New York (2015)

Fomina, T.; Hohmann, M.; Schölkopf, B.; Grosse-Wentrup, M.: Identification of the Default Mode Network with Electroencephalography. In: Proceedings of the 37th IEEE Conference for Engineering in Medicine and Biology, pp. 7566 - 7569. 37th Conference for Engineering in Medicine and Biology (EMBC), 2015, Milano, Italien, August 25, 2015 - August 29, 2015. IEEE, New York (2015)

Ibarra Chaoul, A.; Grosse-Wentrup, M.: Is Breathing Rate a Confounding Variable in Brain-Computer Interfaces (BCIs) Based on EEG Spectral Power? In: Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 1079 - 1082. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, Milano, Italien, August 25, 2015 - August 29, 2015. IEEE, New York (2015)

Jayaram, V.; Widmann, N.; Förster, C.; Fomina, T.; Hohmann, M.; Müller vom Hagen, J.; Synofzik, M.; Schölkopf, B.; Schöls, L.; Grosse-Wentrup, M.: Brain-Computer Interfacing in Amyotrophic Lateral Sclerosis: Implications of a Resting-State EEG Analysis. In: Proceedings of the 37th IEEE Conference for Engineering in Medicine and Biology, pp. 6979 - 6982. 37th Conference for Engineering in Medicine and Biology (EMBC), 2015, Milano, Italien, August 25, 2015 - August 29, 2015. IEEE, New York (2015)

Peng, Z.; Braun, D. A.: Developing neural networks with neurons competing for survival. In: Proceedings Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 2015, pp. 152 - 153. Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 2015 , Providence, RI, USA, August 13, 2015 - August 16, 2015. IEEE, Piscataway, NJ, USA (2015)

Hines, L.; Colmenares, D.; Sitti, M.: Platform design and tethered flight of a motor-driven flapping-wing system. In: IEEE International Conference on Robotics and Automatisation (ICRA 2015), pp. 5838 - 5845. IEEE International Conference on Robotics and Automatisation (ICRA 2015) , Seattle, WA, May 26, 2015 - May 30, 2015. IEEE, New York, NY (2015)

Awasthi, P.; Balcan, M.-F.; Haghtalab, N.; Urner, R.: Efficient Learning of Linear Separators under Bounded Noise. In: Proceedings of the 28th Conference on Learning Theory (COLT), pp. 167 - 190 (Eds. Grünwald, P.; Hazan, E.; Kale, S.). Conference on Learning Theory (COLT), 2015, Paris, France, July 03, 2015 - July 05, 2015. Microtome Publishing, Brookline, MA, USA (2015)

Geiger, P.; Zhang, K.; Schölkopf, B.; Gong, M.; Janzing, D.: Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components. In: Proceedings of the 32nd International Conference on Machine Learning, pp. 1917 - 1925 (Eds. Bach, F.; Blei, D.). 32nd International Conference on Machine Learning, Lille, France, July 06, 2015 - July 11, 2015. Microtome Publishing, Brookline, MA, USA (2015)

Huang, B.; Zhang, K.; Schölkopf, B.: Identification of Time-Dependent Causal Model: A Gaussian Process Treatment. In: International Joint Conference on Artificial Intelligence, Machine Learning Track, pp. 3561 - 3568 (Eds. Qiang , Y.; Michael , W.). 24th International Joint Conference on Artificial Intelligence (IJCAI), 2015, Buenos Aires, Argentina, July 25, 2015 - July 31, 2015. AAAI Press, Palo Alto, California, USA (2015)

Jampani, V.; Nowozin, S.; Loper, M.; Gehler, P.: The Informed Sampler: A Discriminative Approach to Bayesian Inference in Generative Computer Vision Models. Computer Vision and Image Understanding 136, pp. 32 - 44 (2015)

Kappler, D.; Pastor, P.; Kalakrishnan, M.; Wuethrich, M.; Schaal, S.: Data-Driven Online Decision Making for Autonomous Manipulation. In: Proceedings of Robotics: Science and Systems XI, Vol. 11 (Eds. Kavraki, L.; Hsu, D.). Robotics: Science and Systems (R:SS) XI , Rome, Italy, July 13, 2015 - July 17, 2015. R:SS, Rome (2015)

Kpotufe, S.; Urner, R.; Ben-David, S.: Hierarchical Label Queries with Data-Dependent Partitions. In: Proceedings of the 28th Conference on Learning Theory, pp. 1176 - 1189 (Eds. Grünwald, P.; Hazan, E.; Kale, S.). 28th Conference on Learning Theory (COLT), 2015, Paris, France, July 03, 2015 - July 06, 2015. Microtome Publishing, Brookline, MA, USA (2015)

Lopez-Paz, D.; Muandet, K.; Schölkopf, B.; Tolstikhin, I.: Towards a Learning Theory of Cause-Effect Inference. In: Proceedings of the 32nd International Conference on Machine Learning, pp. 1452 - 1461 (Eds. Bach, F.; Blei, D.). 32nd International Conference on Machine Learning, 2015, Lille, France, July 06, 2015 - July 11, 2015. Microtome Publishing, Brookline, MA, USA (2015)