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Zhang, K.; Li, J.; Bareinboim, E.; Schölkopf, B.; Pearl, J.: Preface to the ACM TIST Special Issue on Causal Discovery and Inference. ACM Transactions on Intelligent Systems and Technology 7 (2), 17 (2016)
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Zhang, K.; Wang, Z.; Zhang, J.; Schölkopf, B.: On estimation of functional causal models: General results and application to post-nonlinear causal model. ACM Transactions on Intelligent Systems and Technologies 7 (2), 13 (2016)
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Zotov, N.; Guignard, A.; Mauer, G.; Vaßen , R.: Effect of Plasma Enthalpy on the Structure of La2Zr2O7 Coatings Prepared by Suspension Plasma Spraying. Journal of the American Ceramic Society 99 (3), pp. 1086 - 1091 (2016)

Book Chapter (7)

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Bohg, J.; Kragic, D.: Learning Action-Perception Cycles in Robotics: A Question of Representations and Embodiment. In: The Pragmatic Turn: Toward Action-Oriented Views in Cognitive Science, pp. 309 - 320 (Eds. Engel, A.K.; Friston, K.J.; Kragic, D.). MIT Press, Cambridge, MA (2016)
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Dominey, P. F.; Prescott, T. J.; Bohg, J.; Engel, A. K.; Gallagher, S.; Heed, T.; Hoffmann, M.; Knoblich, G.; Prinz, W.; Schwartz, A.: Implications of Action-Oriented Paradigm Shifts in Cognitive Science. In: The Pragmatic Turn - Toward Action-Oriented Views in Cognitive Science, pp. 333 - 356 (Eds. Engel, A.K.; Friston, K.J.; Kragic, D.). MIT Press, Cambridge, MA (2016)
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Hohmann, M.; Fomina, T.; Jayaram, V.; Widmann, N.; Förster, C.; Just, J.; Synofzik, M.; Schölkopf, B.; Schöls, L.; Grosse-Wentrup, M.: A Cognitive Brain-Computer Interface for Patients with Amyotrophic Lateral Sclerosis. In: Brain-Computer Interfaces, pp. 221 - 239 (Ed. Coyle, D.). Elsevier, Amsterdam (2016)
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Kohlschuetter, J.; Peters, J.; Rueckert, E.: Learning Probabilistic Features from EMG Data for Predicting Knee Abnormalities. In: XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016, pp. 668 - 672 (Eds. Kyriacou, E.; Christofides, S.; Pattichis, C. S.). Springer, Cham (2016)
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Lioutikov, R.; Kroemer, O.; Peters, J.; Maeda, G.: Learning Manipulation by Sequencing Motor Primitives with a Two-Armed Robot. In: Intelligent Autonomous Systems 13 - Proceedings of the 13th International Conference IAS-13, pp. 1601 - 1611 (Eds. Menegatti, E.; Michael, N.D.; Berns, K.; Yamaguchi, H.). Springer International Publishing, USA (2016)
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Peters, J.; Lee, D.; Kober, J.; Nguyen-Tuong, D.; Bagnell, J. A.; Schaal, S.: Robot Learning. In: Springer Handbook of Robotics. Part A, 2nd Ed., pp. 357 - 398 (Ed. Siciliano, B.). Springer, Heidelberg (2016)
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Ting, J.-A.; Meier, F.; Vijayakumar, S.; Schaal, S.: Locally Weighted Regression for Control. In: Encyclopedia of Machine Learning and Data Mining (Eds. Sammut, C.; Webb, G. I.). Springer, Boston, MA (2016)

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Trimpe, S.: Predictive and Self Triggering for Event-based State Estimation. In: Proceedings of the 55th IEEE Conference on Decision and Control, pp. 3098 - 3105. 55th Conference on Decision and Control, Las Vegas, NV, USA, December 12, 2016 - December 14, 2016. IEEE, New York, NY, USA (2016)
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Tzionas, D.; Gall, J.: Reconstructing Articulated Rigged Models from RGB-D Videos. In: European Conference on Computer Vision - ECCV 2016 Workshops, pp. 620 - 633. European Conference on Computer Vision - ECCV 2016 Workshops, Amsterdam, NL, October 08, 2016 - October 16, 2016. Springer, Cham (2016)
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Gadde, R.; Jampani, V.; Kiefel, M.; Kappler, D.; Gehler, P.: Superpixel Convolutional Networks using Bilateral Inceptions. In: Proceedings European Conference on Computer Vision (ECCV), pp. 597 - 613 (Eds. Leibe, B.; Matas, J.; Sebe, N.; Welling, M.). European Conference on Computer Vision (ECCV), Amsterdam, NL, October 11, 2016 - October 14, 2016. Springer, Cham (2016)
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Kersting, H.; Hennig, P.: Active Uncertainty Calibration in Bayesian ODE Solvers. In: 32nd Conference on Uncertainty in Artificial Intelligence 2016, pp. 309 - 318 (Eds. Ihler, A.; Janzing, D.). 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), Jersey City, NJ, USA, June 25, 2016 - June 29, 2016. Curran Associates, Inc., Red Hook, NY (2016)
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Lassner, C.; Kappler, D.; Kiefel, M.; Gehler, P.: Barrista - Caffe Well-Served. In: Proceedings of the 2016 ACM on Multimedia Conference, pp. 1210 - 1213 (Eds. Hanjalic, A.; Snoek, C.; Worring, M.). ACM Multimedia 2016, Amsterdam, October 15, 2016 - October 19, 2016. ACM, New York, NY (2016)
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Zhang, K.; Zhang, J.; Huang, B.; Schölkopf, B.; Glymour, C.: On the Identifiability and Estimation of Functional Causal Models in the Presence of Outcome-Dependent Selection. In: 32nd Conference on Uncertainty in Artificial Intelligence 2016, pp. 825 - 834 (Eds. Ihler, A.; Janzing, D.). 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), Jersey City, NJ, June 25, 2016 - June 29, 2016. Curran Associates, Inc., Red Hook, NY (2016)
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Bogo, F.; Kanazawa, A.; Lassner, C.; Gehler, P.; Romero, J.; Black, M. J.: Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image. In: Proceedings Computer Vision - ECCV 2016, Part V, pp. 561 - 578 (Eds. Leibe, B.; Matas, J.; Sebe, N.; Welling, M.). European Conference of Computer Vision (ECCV), Amsterdam, NL, October 11, 2016 - October 14, 2016. Springer International Publishing, Cham (2016)
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Wuethrich, M.; Garcia, C. C.; Trimpe, S.; Meier, F.; Bohg, J.; Issac, J.; Schaal, S.: Robust Gaussian Filtering using a Pseudo Measurement. In: Proceedings of the American Control Conference (ACC 2016), pp. 3606 - 3613 (Eds. Abramovitch, D.; Chiu, G.). American Control Conference (ACC 2016), Boston, MA, USA, July 06, 2016 - July 08, 2016. IEEE, New York, NY, USA (2016)
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Ebner, S.; Trimpe, S.: Communication Rate Analysis for Event-based State Estimation. In: Proceedings of the 13th International Workshop on Discrete Event Systems, pp. 189 - 196. International Workshop on Discrete Event Systems (WODES), Xian, China, May 30, 2016 - June 01, 2016. IEEE, New York, NY, USA (2016)
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Abdolmaleki, A.; Lioutikov, R.; Lau, N.; Reis, L. P.; Peters, J.; Neumann, G.: Model-Based Relative Entropy Stochastic Search. In: Advances in Neural Information Processing Systems 28, Vol. 4, pp. 3537 - 3545 (Eds. Cortes, C.; Lawrence, N. D.; Lee, D. D.). 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), Montréal, December 07, 2015 - December 12, 2015. Curran Associates, Inc., Red Hook, NY (2016)
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