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Empirical Inference Conference Paper Gradient Weights help Nonparametric Regressors Kpotufe, S., Boularias, A. In Advances in Neural Information Processing Systems 25, :2870-2878, (Editors: P Bartlett and FCN Pereira and CJC. Burges and L Bottou and KQ Weinberger), 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), 2012 () PDF BibTeX
Empirical Inference Book Chapter Higher-Order Tensors in Diffusion MRI Schultz, T., Fuster, A., Ghosh, A., Deriche, R., Florack, L., Lim, L. In Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, (Editors: Westin, C. F., Vilanova, A. and Burgeth, B.), Springer, 2012, Accepted (Accepted) BibTeX
Empirical Inference Conference Paper Hilbert Space Embeddings of POMDPs Nishiyama, Y., Boularias, A., Gretton, A., Fukumizu, K. In Conference on Uncertainty in Artificial Intelligence (UAI 2012), 2012 () PDF Web BibTeX
Empirical Inference Conference Paper Hilbert space embedding for Dirichlet Process mixtures Muandet, K. In NIPS 2012 Workshop on confluence between kernel methods and graphical models, 2012 (Published) arXiv BibTeX
Perceiving Systems Book Chapter Home 3D body scans from noisy image and range data Weiss, A., Hirshberg, D., Black, M. J. In Consumer Depth Cameras for Computer Vision: Research Topics and Applications, :99-118, 6, (Editors: Andrea Fossati and Juergen Gall and Helmut Grabner and Xiaofeng Ren and Kurt Konolige), Springer-Verlag, 2012 () BibTeX
Empirical Inference Conference Paper Hypothesis testing using pairwise distances and associated kernels Sejdinovic, D., Gretton, A., Sriperumbudur, B., Fukumizu, K. In Proceedings of the 29th International Conference on Machine Learning, :1111-1118, (Editors: J Langford and J Pineau), Omnipress, New York, NY, USA, ICML, 2012 () PDF BibTeX
Empirical Inference Poster Identifying endogenous rhythmic spatio-temporal patterns in micro-electrode array recordings Besserve, M., Panagiotaropoulos, T., Crocker, B., Kapoor, V., Tolias, A., Panzeri, S., Logothetis, N. 9th annual Computational and Systems Neuroscience meeting (Cosyne 2012), 2012 () BibTeX
Empirical Inference Article Image analysis for cosmology: results from the GREAT10 Galaxy Challenge Kitching, T. D., Balan, S. T., Bridle, S., Cantale, N., Courbin, F., Eifler, T., Gentile, M., Gill, M. S. S., Harmeling, S., Heymans, C., et al. Monthly Notices of the Royal Astronomical Society, 423(4):3163-3208, Oxford University Press, 2012 (Published) DOI BibTeX
Empirical Inference Article Image denoising with multi-layer perceptrons, part 1: comparison with existing algorithms and with bounds Burger, H., Schuler, C., Harmeling, S. 2012, Submitted (Submitted) Web BibTeX
Empirical Inference Article Image denoising with multi-layer perceptrons, part 2: training trade-offs and analysis of their mechanisms Burger, H., Schuler, C., Harmeling, S. 2012, Submitted (Submitted) Web BibTeX
Physical Intelligence Article Impact and Surface Tension in Water: a Study of Landing Bodies Shih, B., Laham, L., Lee, K. J., Krasnoff, N., Diller, E., Sitti, M. Bio-inspired Robotics Final Project, Carnegie Mellon University, 2012 () BibTeX
Theory of Inhomogeneous Condensed Matter Master Thesis Impedance spectroscopy of ions at interfaces Reindl, A. Universität Stuttgart, Stuttgart, 2012 () BibTeX
Empirical Inference Article Improved Linear Mixed Models for Genome-Wide Association Studies Listgarten, J., Lippert, C., Kadie, C., Davidson, R., Eskin, E., Heckerman, D. Nature Methods, 9:525–526, 2012 () DOI BibTeX
Empirical Inference Book Chapter Inferential structure determination from NMR data Habeck, M. In Bayesian methods in structural bioinformatics, :287-312, (Editors: Hamelryck, T., Mardia, K. V. and Ferkinghoff-Borg, J.), Springer, New York, 2012 () BibTeX
Empirical Inference Talk Influence of MR-based attenuation correction on lesions within bone and susceptibility artifact regions Bezrukov, I., Schmidt, H., Mantlik, F., Schwenzer, N., Brendle, C., Pichler, B. Molekulare Bildgebung 2012 (MoBi 2012), 2012 () BibTeX
Theory of Inhomogeneous Condensed Matter Article Interactions of distinct quadrupolar nematic colloids Eskandari, Z., Silvestre, N. M., Tasinkevych, M., Telo da Gama, M. M. Soft Matter, 8(39):10100-10106, Royal Society of Chemistry, Cambridge, UK, 2012 () DOI BibTeX
Empirical Inference Conference Paper Interactive Domain Adaptation Technique for the Classification of Remote Sensing Images Persello, C., Dinuzzo, F. In IEEE International Geoscience and Remote Sensing Symposium , :6872-6875, IEEE, IGARSS, 2012 () DOI BibTeX
Perceiving Systems Conference Paper Interactive Object Detection Yao, A., Gall, J., Leistner, C., van Gool, L. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), :3242-3249, IEEE, Providence, RI, USA, 2012 () video pdf BibTeX
Autonomous Motion Conference Paper Inverse dynamics with optimal distribution of contact forces for the control of legged robots Righetti, L., Schaal, S. In Dynamic Walking 2012, Pensacola, 2012 () BibTeX
Empirical Inference Conference Paper Investigating the Neural Basis of Brain-Computer Interface (BCI)-based Stroke Rehabilitation Meyer, T., Peters, J., Zander, T., Brötz, D., Soekadar, S., Schölkopf, B., Grosse-Wentrup, M. In International Conference on NeuroRehabilitation (ICNR) , :617-621, (Editors: JL Pons, D Torricelli, and M Pajaro), Springer, Berlin, Germany, ICNR, 2012 () PDF BibTeX
Physical Intelligence Conference Paper Investigation of bioinspired gecko fibers to improve adhesion of HeartLander surgical robot Tortora, G., Glass, P., Wood, N., Aksak, B., Menciassi, A., Sitti, M., Riviere, C. In Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE, :908-911, 2012 () BibTeX
Theory of Inhomogeneous Condensed Matter Master Thesis Janus particles in critical liquids Labbe-Laurent, M. Universität Stuttgart, Stuttgart, 2012 () BibTeX
Empirical Inference Poster Juggling Increases Interhemispheric Brain Connectivity: A Visual and Quantitative dMRI Study. Schultz, T., Gerber, P., Schmidt-Wilcke, T. Vision, Modeling and Visualization (VMV 2012), 2012 () BibTeX
Empirical Inference Talk Kernel Bellman Equations in POMDPs Nishiyama, Y., Boularias, A., Gretton, A., Fukumizu, K. Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML'12), 2012 () BibTeX
Empirical Inference Poster Kernel Mean Embeddings of POMDPs Nishiyama, Y., Boularias, A., Gretton, A., Fukumizu, K. 21st Machine Learning Summer School , 2012 () BibTeX
Empirical Inference Probabilistic Numerics Conference Paper Kernel Topic Models Hennig, P., Stern, D., Herbrich, R., Graepel, T. In Fifteenth International Conference on Artificial Intelligence and Statistics, 22:511-519, JMLR Proceedings, (Editors: Lawrence, N. D. and Girolami, M.), JMLR.org, AISTATS 2012 , 2012 () PDF Web BibTeX
Empirical Inference Article LMM-Lasso: A Lasso Multi-Marker Mixed Model for Association Mapping with Population Structure Correction Rakitsch, B., Lippert, C., Stegle, O., Borgwardt, K. Bioinformatics, 29(2):206-214, 2012 (Published) Web DOI BibTeX
Perceiving Systems Conference Paper Latent Hough Transform for Object Detection Razavi, N., Gall, J., Kohli, P., van Gool, L. In European Conference on Computer Vision (ECCV), 7574:312-325, LNCS, Springer, 2012 () pdf BibTeX
Materials Article Lattice Anharmonicity in Defect-Free Pd Nanowhiskers Chen, L. Y., Richter, G., Sullivan, J. P., Gianola, D. S. Physical Review Letters, 109(12), 2012 () DOI BibTeX
Perceiving Systems Conference Paper Layered segmentation and optical flow estimation over time Sun, D., Sudderth, E., Black, M. J. In IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), :1768-1775, IEEE, 2012 () pdf sup mat poster BibTeX
Empirical Inference Conference Paper Learning Concurrent Motor Skills in Versatile Solution Spaces Daniel, C., Neumann, G., Peters, J. In IEEE/RSJ International Conference on Intelligent Robots and Systems , :3591-3597, IROS, 2012 () PDF DOI BibTeX
Empirical Inference Conference Paper Learning Throwing and Catching Skills Kober, J., Mülling, K., Peters, J. In IEEE/RSJ International Conference on Intelligent Robots and Systems , :5167-5168, IROS, 2012 () PDF DOI BibTeX
Empirical Inference Poster Learning from Distributions via Support Measure Machines Muandet, K., Fukumizu, K., Dinuzzo, F., Schölkopf, B. 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), 2012 () PDF BibTeX
Empirical Inference Conference Paper Learning from distributions via support measure machines Muandet, K., Fukumizu, K., Dinuzzo, F., Schölkopf, B. In Advances in Neural Information Processing Systems 25, :10-18, (Editors: P Bartlett, FCN Pereira, CJC. Burges, L Bottou, and KQ Weinberger), Curran Associates Inc., 26th Annual Conference on Neural Information Processing Systems (NIPS 2012), 2012 () PDF BibTeX
Empirical Inference Conference Paper Learning to Select and Generalize Striking Movements in Robot Table Tennis Mülling, K., Kober, J., Kroemer, O., Peters, J. In AAAI 2012 Fall Symposium on Robots Learning Interactively from Human Teachers, 2012 () BibTeX
Movement Generation and Control Autonomous Motion Conference Paper Learning Force Control Policies for Compliant Robotic Manipulation Kalakrishnan, M., Righetti, L., Pastor, P., Schaal, S. In ICML’12 Proceedings of the 29th International Coference on International Conference on Machine Learning, :49-50, Edinburgh, Scotland, 2012 () BibTeX
Theory of Inhomogeneous Condensed Matter Article Liquid crystal boojum-colloids Tasinkevych, M., Silvestre, N. M., da Gama, M. M. T. New Journal of Physics, 14, Institute of Physics Pub., Bristol, UK, 2012 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Master Thesis Liquid-vapor coexistence, phase separation, and superfluidity in 3He-4He mixtures Farahmand Bafi, N. Universität Stuttgart, Stuttgart, 2012 () BibTeX
Perceiving Systems Conference Paper Local Context Priors for Object Proposal Generation Ristin, M., Gall, J., van Gool, L. In Asian Conference on Computer Vision (ACCV), 7724:57-70, LNCS, Springer-Verlag, 2012 () pdf DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Local theory for ions in binary liquid mixtures Bier, M., Gambassi, A., Dietrich, S. The Journal of Chemical Physics, 137(3):034504, American Institute of Physics, Woodbury, N.Y., 2012 () DOI BibTeX
Empirical Inference Proceedings MICCAI, Workshop on Computational Diffusion MRI, 2012 (electronic publication) Panagiotaki, E., O’Donnell, L., Schultz, T., Zhang, G. 15th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2012), Workshop on Computational Diffusion MRI , 2012 () PDF BibTeX
Empirical Inference Proceedings Machine Learning and Interpretation in Neuroimaging - Revised Selected and Invited Contributions Langs, G., Rish, I., Grosse-Wentrup, M., Murphy, B. :266, Springer, Heidelberg, Germany, International Workshop, MLINI 2011, Held at NIPS, 2012, Lecture Notes in Computer Science, Vol. 7263 () DOI BibTeX
Physical Intelligence Conference Paper Magnetic hysteresis for multi-state addressable magnetic microrobotic control Diller, E., Miyashita, S., Sitti, M. In Intelligent Robots and Systems (IROS), 2012 IEEE/RSJ International Conference on, :2325-2331, 2012 () BibTeX
Empirical Inference Conference Paper Maximally Informative Interaction Learning for Scene Exploration van Hoof, H., Kroemer, O., Ben Amor, H., Peters, J. In IEEE/RSJ International Conference on Intelligent Robots and Systems, :5152-5158, IROS, 2012 () PDF DOI BibTeX
Empirical Inference Article Measurement and Calibration of Noise Bias in Weak Lensing Galaxy Shape Estimation Kacprzak, T., Zuntz, J., Rowe, B., Bridle, S., Refregier, A., Amara, A., Voigt, L., Hirsch, M. Monthly Notices of the Royal Astronomical Society (MNRAS), 2012 () BibTeX
Empirical Inference Article Measurement and calibration of noise bias in weak lensing galaxy shape estimation Kacprzak, T., Zuntz, J., Rowe, B., Bridle, S., Refregier, A., Amara, A., Voigt, L., Hirsch, M. Monthly Notices of the Royal Astronomical Society, 427(4):2711-2722, Oxford University Press, 2012 (Published) DOI BibTeX
Empirical Inference Conference Paper Measuring Cognitive Load by means of EEG-data - how detailed is the picture we can get? Scharinger, C., Cierniak, G., Walter, C., Zander, T., Gerjets, P. In Meeting of the EARLI SIG 22 Neuroscience and Education, 2012 () BibTeX
Theory of Inhomogeneous Condensed Matter Article Mesoscopic analysis of Gibbs’ criterion for sessile nanodroplets on trapezoidal substrates Dutka, F., Napiorkowski, M., Dietrich, S. Journal of Chemical Physics, 136(6):064702, 2012 () DOI BibTeX
Perceiving Systems Conference Paper Metric Learning from Poses for Temporal Clustering of Human Motion L’opez-M’endez, A., Gall, J., Casas, J., van Gool, L. In British Machine Vision Conference (BMVC), :49.1-49.12, (Editors: Bowden, Richard and Collomosse, John and Mikolajczyk, Krystian), BMVA Press, 2012 () video pdf BibTeX
Modern Magnetic Systems Article Micro- and nanoscale fluid flow on chemical channels Dörfler, F., Rauscher, M., Koplik, J., Harting, J., Dietrich, S. Soft Matter, 8(35):9221-9234, 2012 () DOI URL BibTeX