ei Aghaeifar, A., Loktyushin, A., Eschelbach, M., Scheffler, K. Improving performance of linear field generation with multi-coil setup by optimizing coils position Magnetic Resonance Materials in Physics, Biology and Medicine, 30(Supplement 1):S259, 34th Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), October 2017 (poster)

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ei van Hoof, H., Tanneberg, D., Peters, J. Generalized exploration in policy search Machine Learning, 106(9-10):1705-1724 , (Editors: Kurt Driessens, Dragi Kocev, Marko Robnik‐Sikonja, and Myra Spiliopoulou), October 2017, Special Issue of the ECML PKDD 2017 Journal Track (article)

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ei Paraschos, A., Lioutikov, R., Peters, J., Neumann, G. Probabilistic Prioritization of Movement Primitives Proceedings of the International Conference on Intelligent Robot Systems, and IEEE Robotics and Automation Letters (RA-L), 2(4):2294-2301, October 2017 (article)

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ei Lioutikov, R., Neumann, G., Maeda, G., Peters, J. Learning Movement Primitive Libraries through Probabilistic Segmentation International Journal of Robotics Research, 36(8):879-894, July 2017 (article)

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ei Loktyushin, A., Ehses, P., Schölkopf, B., Scheffler, K. Estimating B0 inhomogeneities with projection FID navigator readouts 25th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), April 2017 (poster)

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ei Feng, X., Loktyushin, A., Deistung, A., Reichenbach, J. Image Quality Improvement by Applying Retrospective Motion Correction on Quantitative Susceptibility Mapping and R2* 25th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), April 2017 (poster)

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ei Osa, T., Ghalamzan E., A. M., Stolkin, R., Lioutikov, R., Peters, J., Neumann, G. Guiding Trajectory Optimization by Demonstrated Distributions IEEE Robotics and Automation Letters, 2(2):819-826, April 2017 (article)

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ei Padois, V., Ivaldi, S., Babic, J., Mistry, M., Peters, J., Nori, F. Whole-body multi-contact motion in humans and humanoids: Advances of the CoDyCo European project Robotics and Autonomous Systems, 90, pages: 97-117, April 2017, Special Issue on New Research Frontiers for Intelligent Autonomous Systems (article)

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ei Maeda, G., Neumann, G., Ewerton, M., Lioutikov, R., Kroemer, O., Peters, J. Probabilistic Movement Primitives for Coordination of Multiple Human-Robot Collaborative Tasks Autonomous Robots, 41(3):593-612, March 2017 (article)

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ei Yi, Z., Zhang, Y., Peters, J. Bioinspired tactile sensor for surface roughness discrimination Sensors and Actuators A: Physical, 255, pages: 46-53, March 2017 (article)

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ei Kupcsik, A., Deisenroth, M., Peters, J., Ai Poh, L., Vadakkepat, V., Neumann, G. Model-based Contextual Policy Search for Data-Efficient Generalization of Robot Skills Artificial Intelligence, 247, pages: 415-439, 2017, Special Issue on AI and Robotics (article)

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am ei Wang, Z., Boularias, A., Mülling, K., Schölkopf, B., Peters, J. Anticipatory Action Selection for Human-Robot Table Tennis Artificial Intelligence, 247, pages: 399-414, 2017, Special Issue on AI and Robotics (article)

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ei Grimm, D., Roqueiro, D., Salome, P., Kleeberger, S., Greshake, B., Zhu, W., Liu, C., Lippert, C., Stegle, O., Schölkopf, B., Weigel, D., Borgwardt, K. easyGWAS: A Cloud-based Platform for Comparing the Results of Genome-wide Association Studies The Plant Cell, 29(1):5-19, 2017 (article)

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ei Katiyar, P., Divine, M. R., Kohlhofer, U., Quintanilla-Martinez, L., Schölkopf, B., Pichler, B. J., Disselhorst, J. A. A Novel Unsupervised Segmentation Approach Quantifies Tumor Tissue Populations Using Multiparametric MRI: First Results with Histological Validation Molecular Imaging and Biology, 19(3):391-397, 2017 (article)

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ei Peters, J., Janzing, D., Schölkopf, B. Elements of Causal Inference - Foundations and Learning Algorithms Adaptive Computation and Machine Learning Series, The MIT Press, Cambridge, MA, USA, 2017 (book)

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ei Tolstikhin, I., Sriperumbudur, B., Muandet, K. Minimax Estimation of Kernel Mean Embeddings Journal of Machine Learning Research, 18(86):1-47, 2017 (article)

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ei Muandet, K., Fukumizu, K., Sriperumbudur, B., Schölkopf, B. Kernel Mean Embedding of Distributions: A Review and Beyond Foundations and Trends in Machine Learning, 10(1-2):1-141, 2017 (article)

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ei Dermy, O., Paraschos, A., Ewerton, M., Charpillet, F., Peters, J., Ivaldi, S. Prediction of intention during interaction with iCub with Probabilistic Movement Primitives Frontiers in Robotics and AI, 4, pages: 45, 2017 (article)

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ei Parisi, S., Pirotta, M., Peters, J. Manifold-based multi-objective policy search with sample reuse Neurocomputing, 263, pages: 3-14, (Editors: Madalina Drugan, Marco Wiering, Peter Vamplew, and Madhu Chetty), 2017, Special Issue on Multi-Objective Reinforcement Learning (article)

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ei Katiyar, P., Divine, M. R., Kohlhofer, U., Quintanilla-Martinez, L., Schölkopf, B., Pichler, B. J., Disselhorst, J. A. Spectral Clustering predicts tumor tissue heterogeneity using dynamic 18F-FDG PET: a complement to the standard compartmental modeling approach Journal of Nuclear Medicine, 58(4):651-657, 2017 (article)

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ei Ozdenizci, O., Yalcin, M., Erdogan, A., Patoglu, V., Grosse-Wentrup, M., Cetin, M. Electroencephalographic identifiers of motor adaptation learning Journal of Neural Engineering, 14(4):046027, 2017 (article)

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ei Wallis, T. S. A., Tobias, S., Bethge, M., Wichmann, F. A. Detecting distortions of peripherally presented letter stimuli under crowded conditions Attention, Perception, & Psychophysics, 79(3):850-862, 2017 (article)

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ei Janzing, D., Schölkopf, B. Detecting Confounding in Multivariate Linear Models via Spectral Analysis Journal of Causal Inference, 6(1), 2017 (article)

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ei Rothkegel, L. O. M., Trukenbrod, H. A., Schütt, H. H., Wichmann, F. A., Engbert, R. Temporal evolution of the central fixation bias in scene viewing Journal of Vision, 17(13):3, 2017 (article)

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ei Khatami, M., Schmidt-Wilcke, T., Sundgren, P. C., Abbasloo, A., Schölkopf, B., Schultz, T. BundleMAP: Anatomically Localized Classification, Regression, and Hypothesis Testing in Diffusion MRI Pattern Recognition, 63, pages: 593-600, 2017 (article)

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ei Aguilar, G., Wichmann, F. A., Maertens, M. Comparing sensitivity estimates from MLDS and forced-choice methods in a slant-from-texture experiment Journal of Vision, 17(1), 2017 (article)

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ei pn Gretton, A., Hennig, P., Rasmussen, C., Schölkopf, B. New Directions for Learning with Kernels and Gaussian Processes (Dagstuhl Seminar 16481) Dagstuhl Reports, 6(11):142-167, 2017 (book)

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ei Wallis, T. S. A., Funke, C. M., Ecker, A. S., Gatys, L. A., Wichmann, F. A., Bethge, M. A parametric texture model based on deep convolutional features closely matches texture appearance for humans Journal of Vision, 17(12), 2017 (article)

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mms Szilágyi, P. Á., Rogers, D. M., Zaiser, I., Callini, E., Turner, S., Borgschulte, A., Züttel, A., Geerlings, H., Hirscher, M., Dam, B. Functionalised metal-organic frameworks: a novel approach to stabilising single metal atoms {Journal of Materials Chemistry A}, 5(30):15559-15566, Royal Society of Chemistry, Cambridge, UK, 2017 (article)

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mms Kim, J. Y., Balderas-Xicohténcatl, R., Zhang, L., Kang, S. G., Hirscher, M., Oh, H., Moon, H. R. Exploiting diffusion barrier and chemical affinity of metal-organic frameworks for efficient hydrogen isotope separation {Journal of the American Chemical Society}, 139(42):15135-15141, American Chemical Society, Washington, DC, 2017 (article)

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mms Vilela, D., Hortelao, A. C., Balderas-Xicohténcatl, R., Hirscher, M., Hahn, K., Ma, X., Sánchez, S. Facile fabrication of mesoporous silica micro-jets with multi-functionalities {Nanoscale}, 9(37):13990-13997, Royal Society of Chemistry, Cambridge, UK, 2017 (article)

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ei Huang, T., Peng, H., Zhang, K. Model Selection for Gaussian Mixture Models Statistica Sinica, 27(1):147-169, 2017 (article)

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ei Schütt, H. H., Wichmann, F. A. An image-computable psychophysical spatial vision model Journal of Vision, 17(12), 2017 (article)

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ei Wichmann, F. A., Janssen, D. H. J., Geirhos, R., Aguilar, G., Schütt, H. H., Maertens, M., Bethge, M. Methods and measurements to compare men against machines Electronic Imaging, pages: 36-45(10), 2017 (article)

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ei Safavi, S., Panagiotaropoulos, T., Kapoor, V., Logothetis, N. K., Besserve, M. Generalized phase locking analysis of electrophysiology data ESI Systems Neuroscience Conference (ESI-SyNC 2017): Principles of Structural and Functional Connectivity, 2017 (poster)

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ei Kroemer, O., Peters, J. A Comparison of Autoregressive Hidden Markov Models for Multimodal Manipulations With Variable Masses IEEE Robotics and Automation Letters, 2(2):1101-1108, 2017 (article)

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ei Maeda, G., Ewerton, M., Neumann, G., Lioutikov, R., Peters, J. Phase Estimation for Fast Action Recognition and Trajectory Generation in Human-Robot Collaboration International Journal of Robotics Research, 36(13-14):1579-1594, 2017, Special Issue on the Seventeenth International Symposium on Robotics Research (article)

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ei Chen, J., Hirsch, M., Heintzmann, R., Eberhardt, B., Lensch, H. P. A. A Phase-coded Aperture Camera with Programmable Optics Electronic Imaging, 2017(17):70-75, 2017 (article)

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mms Kim, J. Y., Zhang, L., Balderas-Xicohténcatl, R., Park, J., Hirscher, M., Moon, H. R., Oh, H. Selective hydrogen isotope separation via breathing transition in MIL-53(Al) {Journal of the American Chemical Society}, 139(49):17743-17746, American Chemical Society, Washington, DC, 2017 (article)

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mms Oh, H., Maurer, S., Balderas-Xicohténcatl, R., Arnold, L., Magdysyuk, O. V., Schütz, G., Müller, U., Hirscher, M. Efficient synthesis for large-scale production and characterization for hydrogen storage of ligand exchanged MOF-74/174/184-M (M\textequalsMg2+, Ni2+) {International Journal of Hydrogen Energy}, 42(2):1027-1035, Elsevier, Amsterdam, 2017 (article)

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ei Jayaram, V., Hohmann, M., Just, J., Schölkopf, B., Grosse-Wentrup, M. Task-induced frequency modulation features for brain-computer interfacing Journal of Neural Engineering, 14(5):056015, 2017 (article)

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ei Fomina, T., Weichwald, S., Synofzik, M., Just, J., Schöls, L., Schölkopf, B., Grosse-Wentrup, M. Absence of EEG correlates of self-referential processing depth in ALS PLOS ONE, 12(6):e0180136, 2017 (article)

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ei Gresele, L., Marsili, M. On Maximum Entropy and Inference Entropy, 19(12):article no. 642, 2017 (article)

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ei Ivaldi, S., Lefort, S., Peters, J., Chetouani, M., Provasi, J., Zibetti, E. Towards Engagement Models that Consider Individual Factors in HRI: On the Relation of Extroversion and Negative Attitude Towards Robots to Gaze and Speech During a Human-Robot Assembly Task International Journal of Social Robotics, 9(1):63-86, 2017 (article)

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ei van Hoof, H., Neumann, G., Peters, J. Non-parametric Policy Search with Limited Information Loss Journal of Machine Learning Research , 18(73):1-46, 2017 (article)

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ei Vinogradska, J., Bischoff, B., Nguyen-Tuong, D., Peters, J. Stability of Controllers for Gaussian Process Dynamics Journal of Machine Learning Research, 18(100):1-37, 2017 (article)

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ei Seith, F., Schmidt, H., Gatidis, S., Bezrukov, I., Schraml, C., Pfannenberg, C., la Fougère, C., Nikolaou, K., Schwenzer, N. SUV-quantification of physiological lung tissue in an integrated PET/MR-system: Impact of lung density and bone tissue PLOS ONE, 12(5):1-13, 2017 (article)

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mms Jeong, H., Alarcón-Correa, M., Mark, A. G., Son, K., Lee, T., Fischer, P. Corrosion-protected hybrid nanoparticles {Advanced Science}, 4(12), Wiley-VCH, Weinheim, 2017 (article)

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mms Jaiswal, S., Litzius, K., Lemesh, I., Büttner, F., Finizio, S., Raabe, J., Weigand, M., Lee, K., Langer, J., Ocker, B., Jakob, G., Beach, G. S. D., Kläui, M. Investigation of the Dzyaloshinskii-Moriya interaction and room temperature skyrmions in W/CoFeB/MgO thin films and microwires {Applied Physics Letters}, 111(2), American Institute of Physics, Melville, NY, 2017 (article)

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mms Fähnle, M., Tsatsoulis, T., Illg, C., Haag, M., Müller, B. Y., Zhang, L. Ultrafast demagnetization after femtosecond laser pulses: Transfer of angular momentum from the electronic system to magnetoelastic spin-phonon modes {Journal of Superconductivity and Novel Magnetism}, 30(5):1381-1387, Springer Science + Business Media B.V., New York, 2017 (article)

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