470 results
(View BibTeX file of all listed publications)

**Minimax Estimation of Kernel Mean Embeddings**
*Journal of Machine Learning Research*, 18(86):1-47, 2017 (article)

**Kernel Mean Embedding of Distributions: A Review and Beyond**
*Foundations and Trends in Machine Learning*, 10(1-2):1-141, 2017 (article)

**Prediction of intention during interaction with iCub with Probabilistic Movement Primitives**
*Frontiers in Robotics and AI*, 4, pages: 45, 2017 (article)

**Iterative Feedback-basierte Korrekturstrategien beim Bewegungslernen von Mensch-Roboter-Dyaden**
In *DVS Sportmotorik 2017*, 2017 (inproceedings)

**BIMROB - Bidirectional Interaction between human and robot for the learning of movements - Robot trains human - Human trains robot**
In *Inovation & Technologie im Sport - 23. Sportwissenschaftlicher Hochschultag der deutschen Vereinigung für Sportwissenschaft*, pages: 179, (Editors: A. Schwirtz, F. Mess, Y. Demetriou & V. Senner ), Czwalina-Feldhaus, 2017 (inproceedings)

**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)

**BIMROB – Bidirektionale Interaktion von Mensch und Roboter beim Bewegungslernen**
*DVS Sportmotorik 2017*, 2017 (conference)

**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)

**Electroencephalographic identifiers of motor adaptation learning**
*Journal of Neural Engineering*, 14(4):046027, 2017 (article)

**Detecting distortions of peripherally presented letter stimuli under crowded conditions**
*Attention, Perception, & Psychophysics*, 79(3):850-862, 2017 (article)

**Detecting Confounding in Multivariate Linear Models via Spectral Analysis**
*Journal of Causal Inference*, 6(1), 2017 (article)

**Temporal evolution of the central fixation bias in scene viewing**
*Journal of Vision*, 17(13):3, 2017 (article)

**BundleMAP: Anatomically Localized Classification, Regression, and Hypothesis Testing in Diffusion MRI**
*Pattern Recognition*, 63, pages: 593-600, 2017 (article)

**Comparing sensitivity estimates from MLDS and forced-choice methods in a slant-from-texture experiment**
*Journal of Vision*, 17(1), 2017 (article)

**A parametric texture model based on deep convolutional features closely matches texture appearance for humans**
*Journal of Vision*, 17(12), 2017 (article)

**Model Selection for Gaussian Mixture Models**
*Statistica Sinica*, 27(1):147-169, 2017 (article)

**An image-computable psychophysical spatial vision model**
*Journal of Vision*, 17(12), 2017 (article)

**Methods and measurements to compare men against machines**
*Electronic Imaging*, pages: 36-45(10), 2017 (article)

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

**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)

**A Phase-coded Aperture Camera with Programmable Optics**
*Electronic Imaging*, 2017(17):70-75, 2017 (article)

**Task-induced frequency modulation features for brain-computer interfacing**
*Journal of Neural Engineering*, 14(5):056015, 2017 (article)

**Absence of EEG correlates of self-referential processing depth in ALS**
*PLOS ONE*, 12(6):e0180136, 2017 (article)

**On Maximum Entropy and Inference**
*Entropy*, 19(12):article no. 642, 2017 (article)

**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)

**Non-parametric Policy Search with Limited Information Loss**
*Journal of Machine Learning Research *, 18(73):1-46, 2017 (article)

**Stability of Controllers for Gaussian Process Dynamics**
*Journal of Machine Learning Research*, 18(100):1-37, 2017 (article)

**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)

**Correlation of Simultaneously Acquired Diffusion-Weighted Imaging and 2-Deoxy-[18F] fluoro-2-D-glucose Positron Emission Tomography of Pulmonary Lesions in a Dedicated Whole-Body Magnetic Resonance/Positron Emission Tomography System**
*Investigative Radiology*, 48(5):247-255, May 2013 (article)

**Replacing Causal Faithfulness with Algorithmic Independence of Conditionals**
*Minds and Machines*, 23(2):227-249, May 2013 (article)

**What can neurons do for their brain? Communicate selectivity with bursts**
*Theory in Biosciences *, 132(1):27-39, Springer, March 2013 (article)

**Apprenticeship Learning with Few Examples**
*Neurocomputing*, 104, pages: 83-96, March 2013 (article)

**Quasi-Newton Methods: A New Direction**
*Journal of Machine Learning Research*, 14(1):843-865, March 2013 (article)

**Regional effects of magnetization dispersion on quantitative perfusion imaging for pulsed and continuous arterial spin labeling**
*Magnetic Resonance in Medicine*, 69(2):524-530, Febuary 2013 (article)

**The multivariate Watson distribution: Maximum-likelihood estimation and other aspects**
*Journal of Multivariate Analysis*, 114, pages: 256-269, February 2013 (article)

**How the result of graph clustering methods depends on the construction of the graph**
*ESAIM: Probability & Statistics*, 17, pages: 370-418, January 2013 (article)

**Falsification and future performance**
In *Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence*, 7070, pages: 65-78, Lecture Notes in Computer Science, Springer, Berlin, Germany, Solomonoff 85th Memorial Conference, January 2013 (inproceedings)

**Explicit eigenvalues of certain scaled trigonometric matrices**
*Linear Algebra and its Applications*, 438(1):173-181, January 2013 (article)

**How Sensitive Is the Human Visual System to the Local Statistics of Natural Images?**
*PLoS Computational Biology*, 9(1):e1002873, January 2013 (article)

**A neural population model for visual pattern detection**
*Psychological Review*, 120(3):472–496, 2013 (article)

**Feedback Error Learning for Rhythmic Motor Primitives**
In *Proceedings of 2013 IEEE International Conference on Robotics and Automation (ICRA 2013)*, pages: 1317-1322, 2013 (inproceedings)

**Gaussian Process Vine Copulas for Multivariate Dependence**
In *Proceedings of the 30th International Conference on Machine Learning, W&CP 28(2)*, pages: 10-18, (Editors: S Dasgupta and D McAllester), JMLR, ICML, 2013, Poster:
http://people.tuebingen.mpg.de/dlopez/papers/icml2013_gpvine_poster.pdf (inproceedings)

**The Randomized Dependence Coefficient**
In *Advances in Neural Information Processing Systems 26*, pages: 1-9, (Editors: C.J.C. Burges, L. Bottou, M. Welling, Z. Ghahramani, and K.Q. Weinberger), 27th Annual Conference on Neural Information Processing Systems (NIPS), 2013 (inproceedings)

**On a link between kernel mean maps and Fraunhofer diffraction, with an application to super-resolution beyond the diffraction limit**
In *IEEE Conference on Computer Vision and Pattern Recognition*, pages: 1083-1090, IEEE, CVPR, 2013 (inproceedings)

**Output Kernel Learning Methods**
In *International Workshop on Advances in Regularization,
Optimization, Kernel Methods and Support Vector Machines: theory and applications*, ROKS, 2013 (inproceedings)

**Alignment-based Transfer Learning for Robot Models**
In *Proceedings of the 2013 International Joint Conference on Neural Networks (IJCNN 2013)*, pages: 1-7, 2013 (inproceedings)

**Accurate indel prediction using paired-end short reads**
*BMC Genomics*, 14(132), 2013 (article)

**Nonlinear Causal Discovery for High Dimensional Data: A Kernelized Trace Method**
In *13th International Conference on Data Mining*, pages: 1003-1008, (Editors: H. Xiong, G. Karypis, B. M. Thuraisingham, D. J. Cook and X. Wu), IEEE Computer Society, ICDM, 2013 (inproceedings)

**A probabilistic approach to robot trajectory generation**
In *Proceedings of the 13th IEEE International Conference on Humanoid Robots (HUMANOIDS)*, pages: 477-483, IEEE, 13th IEEE-RAS International Conference on Humanoid Robots, 2013 (inproceedings)

**Geometric optimisation on positive definite matrices for elliptically contoured distributions**
In *Advances in Neural Information Processing Systems 26*, pages: 2562-2570, (Editors: C.J.C. Burges and L. Bottou and M. Welling and Z. Ghahramani and K.Q. Weinberger), 27th Annual Conference on Neural Information Processing Systems (NIPS), 2013 (inproceedings)