pi Diller, E., Sitti, M. Untethered Magnetic Micromanipulation In Micro-and Nanomanipulation Tools, 13, 10, Wiley-VCH Verlag GmbH & Co. KGaA, November 2015 (inbook)

DOI Project Page [BibTex]

ei Besserve, M. Causal Inference for Empirical Time Series Based on the Postulate of Independence of Cause and Mechanism 53rd Annual Allerton Conference on Communication, Control, and Computing, September 2015 (talk)

[BibTex]

ei Charpiat, G., Hofmann, M., Schölkopf, B. Kernel methods in medical imaging In Handbook of Biomedical Imaging, pages: 63-81, 4, (Editors: Paragios, N., Duncan, J. and Ayache, N.), Springer, Berlin, Germany, June 2015 (inbook)

Web link (url) [BibTex]

am ics Trimpe, S. Lernende Roboter In Jahrbuch der Max-Planck-Gesellschaft, Max Planck Society, May 2015, (popular science article in German) (inbook)

link (url) [BibTex]

am Schaal, S. Autonomous Robots In Jahrbuch der Max-Planck-Gesellschaft, May 2015 (incollection)

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ei Besserve, M. Independence of cause and mechanism in brain networks DALI workshop on Networks: Processes and Causality, April 2015 (talk)

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hi Culbertson, H., Kuchenbecker, K. J. Haptic Textures for Online Shopping Interactive demonstrations in The Retail Collective exhibit, presented at the Dx3 Conference in Toronto, Canada, March 2015 (misc)

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ei Chaves, R., Majenz, C., Luft, L., Maciel, T., Janzing, D., Schölkopf, B., Gross, D. Information-Theoretic Implications of Classical and Quantum Causal Structures 18th Conference on Quantum Information Processing (QIP), 2015 (talk)

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ei Castaneda, S. G., Katiyar, P., Russo, F., Disselhorst, J. A., Calaminus, C., Poli, S., Maurer, A., Ziemann, U., Pichler, B. J. Assessment of brain tissue damage in the Sub-Acute Stroke Region by Multiparametric Imaging using [89-Zr]-Desferal-EPO-PET/MRI World Molecular Imaging Conference, 2015 (talk)

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ei O’Donnell, L. J., Schultz, T. Statistical and Machine Learning Methods for Neuroimaging: Examples, Challenges, and Extensions to Diffusion Imaging Data In Visualization and Processing of Higher Order Descriptors for Multi-Valued Data, pages: 299-319, (Editors: Hotz, I. and Schultz, T.), Springer, 2015 (inbook)

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ei Divine, M. R., Harant, M., Katiyar, P., Disselhorst, J. A., Bukala, D., Aidone, S., Siegemund, M., Pfizenmaier, K., Kontermann, R., Pichler, B. J. Early time point in vivo PET/MR is a promising biomarker for determining efficacy of a novel Db(\alphaEGFR)-scTRAIL fusion protein therapy in a colon cancer model World Molecular Imaging Conference, 2015 (talk)

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ev Stueckler, J., Behnke, S. Perception of Deformable Objects and Compliant Manipulation for Service Robots In Soft Robotics: From Theory to Applications, Springer, 2015 (inbook)

link (url) [BibTex]

ei Janzing, D., Steudel, B., Shajarisales, N., Schölkopf, B. Justifying Information-Geometric Causal Inference In Measures of Complexity: Festschrift for Alexey Chervonenkis, pages: 253-265, 18, (Editors: Vovk, V., Papadopoulos, H. and Gammerman, A.), Springer, 2015 (inbook)

DOI [BibTex]

am Berenz, V., Alnajjar, F., Hayashibe, M., Shimoda, S. Tacit Learning for Emergence of Task-Related Behaviour through Signal Accumulation In Emergent Trends in Robotics and Intelligent Systems: Where is the Role of Intelligent Technologies in the Next Generation of Robots?, pages: 31-38, Springer International Publishing, Cham, 2015 (inbook)

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Batog, G., Dumont, J., Puyhaubert, V. Annales des Concours 2015 PC Mathématiques, Informatique In corrigés des problèmes posés aux concours CCP, Centrale/Supélec, Mines/Ponts, X/ENS, 2015 (inbook)

H&K Éditions [BibTex]

ei Foreman-Mackey, D., Hogg, D. W., Schölkopf, B. The search for single exoplanet transits in the Kepler light curves IAU General Assembly, 22, pages: 2258352, 2015 (talk)

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am Peters, J., Lee, D., Kober, J., Nguyen-Tuong, D., Bagnell, J. A., Schaal, S. Robot Learning In Springer Handbook of Robotics 2nd Edition, pages: 1371-1394, Springer Berlin Heidelberg, Berlin, Heidelberg, 2015 (incollection)

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mms Illg, C., Haag, M., Müller, B. Y., Czycholl, G., Fähnle, M. Derivation of phenomenological expressions for transition matrix elements for electron-phonon scattering 2015 (misc)

link (url) [BibTex]

ei Walder, C., Breidt, M., Bülthoff, H., Schölkopf, B., Curio, C. Markerless tracking of Dynamic 3D Scans of Faces In Dynamic Faces: Insights from Experiments and Computation, pages: 255-276, (Editors: Curio, C., Bülthoff, H. H. and Giese, M. A.), MIT Press, Cambridge, MA, USA, December 2010 (inbook)

Web [BibTex]

ei Peters, J., Bagnell, J. Policy Gradient Methods In Encyclopedia of Machine Learning, pages: 774-776, (Editors: Sammut, C. and Webb, G. I.), Springer, Berlin, Germany, December 2010 (inbook)

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ei Mantlik, F., Hofmann, M., Bezrukov, I., Kolb, A., Beyer, T., Reimold, M., Pichler, B., Schölkopf, B. Comparative Quantitative Evaluation of MR-Based Attenuation Correction Methods in Combined Brain PET/MR 2010(M08-4), 2010 Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC), November 2010 (talk)

[BibTex]

ei Davies, P., Langovoy, M., Wittich, O. Statistical image analysis and percolation theory 73rd Annual Meeting of the Institute of Mathematical Statistics (IMS), August 2010 (talk)

Web [BibTex]

ei Langovoy, M., Wittich, O. Statistical image analysis and percolation theory 28th European Meeting of Statisticians (EMS), August 2010 (talk)

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ei Jegelka, S., Bilmes, J. Cooperative Cuts: Graph Cuts with Submodular Edge Weights 24th European Conference on Operational Research (EURO XXIV), July 2010 (talk)

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hi Kuchenbecker, K. J., Gewirtz, J., McMahan, W., Standish, D., Martin, P., Bohren, J., Mendoza, P. J., Lee, D. I. VerroTouch: High-Frequency Acceleration Feedback for Telerobotic Surgery Hands-on demonstration presented at EuroHaptics, Amsterdam, Netherlands, Amsterdam, Netherlands, July 2010 (misc)

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hi Romano, J. M., Landin, N., McMahan, W., Kuchenbecker, K. J. TexturePad: Realistic Rendering of Haptic Textures Hands-on demonstration presented at EuroHaptics, Amsterdam, Netherlands, July 2010 (misc)

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ei Gomez Rodriguez, M., Grosse-Wentrup, M., Hill, J., Peters, J., Schölkopf, B., Gharabaghi, A. BCI and robotics framework for stroke rehabilitation 4th International BCI Meeting, June 2010 (talk)

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ei Sra, S. Solving Large-Scale Nonnegative Least Squares 16th Conference of the International Linear Algebra Society (ILAS), June 2010 (talk)

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ei Sra, S. Matrix Approximation Problems EU Regional School: Rheinisch-Westf{\"a}lische Technische Hochschule Aachen, May 2010 (talk)

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ei Hill, NJ. BCI2000 and Python Invited lecture at the 7th International BCI2000 Workshop, Pacific Grove, CA, USA, May 2010 (talk)

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ei Hill, NJ. Extending BCI2000 Functionality with Your Own C++ Code Invited lecture at the 7th International BCI2000 Workshop, Pacific Grove, CA, USA, May 2010 (talk)

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hi Romano, J. M., Kuchenbecker, K. J. Realistic Haptic Contacts and Textures for Tablet Computing Hands-on demonstration presented at the Stanford Medical Innovation Conference on Medical Robotics, Stanford, California, April 2010 (misc)

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hi Standish, D., Gewirtz, J., McMahan, W., Martin, P., Kuchenbecker, K. J. High-Frequency Tactile Feedback for the da Vinci Surgical System Hands-on demonstration presented at the Stanford Medical Innovation Conference on Medical Robotics, April 2010 (misc)

[BibTex]

ei Hill, NJ. Machine-Learning Methods for Decoding Intentional Brain States Symposium "Non-Invasive Brain Computer Interfaces: Current Developments and Applications" (BIOMAG), March 2010 (talk)

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ei Seldin, Y. PAC-Bayesian Analysis in Unsupervised Learning Foundations and New Trends of PAC Bayesian Learning Workshop, March 2010 (talk)

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hi Standish, D., Gewirtz, J., McMahan, W., Martin, P., Kuchenbecker, K. J. High-Frequency Tactile Feedback for the da Vinci Surgical System Hands-on demonstration presented at IEEE Haptics Symposium, Waltham, Massachusetts, March 2010 (misc)

[BibTex]

hi Jiang, Z., Bhoite, M., Kuchenbecker, K. J. The Haptic Board Hands-on demonstration presented at IEEE Haptics Symposium, Waltham, Massachusetts, USA, March 2010 (misc)

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hi Palan, S., Wang, R., Naukam, N., Li, E., Kuchenbecker, K. J. Tactile Gaming Vest (TGV) Hands-on demonstration presented at IEEE Haptics Symposium, Waltham, Massachusetts, March 2010 (misc)

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hi Romano, J. M., Kuchenbecker, K. J. Realistic Haptic Contacts and Textures for Tablet Computing Hands-on demonstration presented at IEEE Haptics Symposium, Waltham, Massachusetts, March 2010, {B}est Teaser Award (misc)

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hi Yang, M., Lu, J., Safonova, A., Kuchenbecker, K. J. GPU-Based Haptic Rendering of 3D Smoke Hands-on demonstration presented at IEEE Haptics Symposium, Waltham, Massachusetts, March 2010 (misc)

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ei Kober, J., Peters, J. Learning Motor Primitives for Robotics EVENT Lab: Reinforcement Learning in Robotics and Virtual Reality, January 2010 (talk)

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ei Detry, R., Baseski, E., Popovic, M., Touati, Y., Krüger, N., Kroemer, O., Peters, J., Piater, J. Learning Continuous Grasp Affordances by Sensorimotor Exploration In From Motor Learning to Interaction Learning in Robots, pages: 451-465, Studies in Computational Intelligence ; 264, (Editors: Sigaud, O. and Peters, J.), Springer, Berlin, Germany, January 2010 (inbook)

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ei Kober, J., Mohler, B., Peters, J. Imitation and Reinforcement Learning for Motor Primitives with Perceptual Coupling In From Motor Learning to Interaction Learning in Robots, pages: 209-225, Studies in Computational Intelligence ; 264, (Editors: Sigaud, O. and Peters, J.), Springer, Berlin, Germany, January 2010 (inbook)

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ei Sigaud, O., Peters, J. From Motor Learning to Interaction Learning in Robots In From Motor Learning to Interaction Learning in Robots, pages: 1-12, Studies in Computational Intelligence ; 264, (Editors: Sigaud, O. and Peters, J.), Springer, Berlin, Germany, January 2010 (inbook)

Web DOI [BibTex]

ei Nguyen-Tuong, D., Seeger, M., Peters, J. Real-Time Local GP Model Learning In From Motor Learning to Interaction Learning in Robots, 264, pages: 193-207, Studies in Computational Intelligence, (Editors: Sigaud, O. and Peters, J.), Springer, Berlin, Germany, January 2010 (inbook)

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ei Charpiat, G., Bezrukov, I., Hofmann, M., Altun, Y., Schölkopf, B. Machine Learning Methods for Automatic Image Colorization In Computational Photography: Methods and Applications, pages: 395-418, Digital Imaging and Computer Vision, (Editors: Lukac, R.), CRC Press, Boca Raton, FL, USA, 2010 (inbook)

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ei Bruzzone, L., Persello, C. Approaches Based on Support Vector Machine to Classification of Remote Sensing Data In Handbook of Pattern Recognition and Computer Vision, pages: 329-352, (Editors: Chen, C.H.), ICP, London, UK, 2010 (inbook)

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dlg Christensen, D. J., Spröwitz, A., Ijspeert, A. J. Distributed Online Learning of Central Pattern Generators in Modular Robots In From Animals to Animats 11, 6226, pages: 402-412, Lecture Notes in Computer Science, Springer, Berlin, 2010, author: Doncieux, Stéphan (incollection)

DOI [BibTex]

pi Fatikow, Sergej, Wich, Thomas, Dahmen, Christian, Jasper, Daniel, Stolle, Christian, Eichhorn, Volkmar, Hagemann, Saskia, Weigel-Jech, Michael Nanohandling robot cells In Handbook of Nanophysics: Nanomedicine and Nanorobotics, pages: 1-31, CRC Press, 2010 (incollection)

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al Martius, G., Hesse, F., Güttler, F., Der, R. \textscLpzRobots: A free and powerful robot simulator \urlhttp://robot.informatik.uni-leipzig.de/software, 2010 (misc)

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