480 results
(View BibTeX file of all listed publications)

**Hilbert Space Embeddings and Metrics on Probability Measures**
*Journal of Machine Learning Research*, 11, pages: 1517-1561, April 2010 (article)

**Graph Kernels**
*Journal of Machine Learning Research*, 11, pages: 1201-1242, April 2010 (article)

**Gene function prediction from synthetic lethality networks via ranking on demand**
*Bioinformatics*, 26(7):912-918, April 2010 (article)

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

**A toolbox for predicting G-quadruplex formation and stability**
*Journal of Nucleic Acids*, 2010(564946):1-6, March 2010 (article)

**PAC-Bayesian Analysis in Unsupervised Learning**
Foundations and New Trends of PAC Bayesian Learning Workshop, March 2010 (talk)

**A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Images**
*IEEE Transactions on Geoscience and Remote Sensing*, 48(3):1232-1244, March 2010 (article)

**On the Entropy Production of Time Series with Unidirectional Linearity**
*Journal of Statistical Physics*, 138(4-5):767-779, March 2010 (article)

**Derivatives of Logarithmic Stationary Distributions for Policy Gradient Reinforcement Learning**
*Neural Computation*, 22(2):342-376, February 2010 (article)

**Bayesian Online Multitask Learning of Gaussian Processes**
*IEEE Transactions on Pattern Analysis and Machine Intelligence*, 32(2):193-205, February 2010 (article)

**JMLR Workshop and Conference Proceedings: Volume 6**
pages: 288, MIT Press, Cambridge, MA, USA, Causality: Objectives and Assessment (NIPS Workshop) , February 2010 (proceedings)

**Learning Motor Primitives for Robotics**
EVENT Lab: Reinforcement Learning in Robotics and Virtual Reality, January 2010 (talk)

**The semigroup approach to transport processes in networks**
*Physica D: Nonlinear Phenomena*, 239(15):1416-1421, January 2010 (article)

**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)

**Optimization of k-Space Trajectories for Compressed Sensing by Bayesian Experimental Design**
*Magnetic Resonance in Medicine*, 63(1):116-126, January 2010 (article)

**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)

**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)

**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)

**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)

**Consistent Nonparametric Tests of Independence**
*Journal of Machine Learning Research*, 11, pages: 1391-1423, 2010 (article)

**Inferring latent task structure for Multitask Learning by Multiple Kernel Learning**
*BMC Bioinformatics*, 11 Suppl 8, pages: S5, 2010 (article)

**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)

**Policy learning algorithmis for motor learning (Algorithmen zum automatischen Erlernen von Motorfähigkigkeiten)**
*Automatisierungstechnik*, 58(12):688-694, 2010, clmc (article)

**Righting and turning in mid-air using appendage inertia: reptile tails, analytical models and bio-inspired robots**
*IOP Bioinsp. Biomim.*, 2010 (article)

**Gait planning based on kinematics for a quadruped gecko model with redundancy**
*Robotics and Autonomous Systems*, 58, 2010 (article)

**Molecular QED of coherent and incoherent sum-frequency and second-harmonic generation in chiral liquids in the presence of a static electric field**
*MOLECULAR PHYSICS*, 108(14):1857-1868, 2010 (article)

**Flat dry elastomer adhesives as attachment materials for climbing robots**
*IEEE transactions on robotics*, 26(1):131-141, IEEE, 2010 (article)

**Nanohandling robot cells**
In *Handbook of Nanophysics: Nanomedicine and Nanorobotics*, pages: 1-31, CRC Press, 2010 (incollection)

**A Bayesian approach to nonlinear parameter identification for rigid-body dynamics**
*Neural Networks*, 2010, clmc (article)

**A first optimal control solution for a complex, nonlinear, tendon driven neuromuscular finger model**
*Proceedings of the ASME 2010 Summer Bioengineering Conference August 30-September 2, 2010, Naples, Florida, USA*, 2010, clmc (article)

**Locally weighted regression for control**
In *Encyclopedia of Machine Learning*, pages: 613-624, (Editors: Sammut, C.;Webb, G. I.), Springer, 2010, clmc (inbook)

**Dzyaloshinskii-Moriya interactions in systems with fabrication induced strain gradients: ab-initio study**
*{Journal of Magnetism and Magnetic Materials}*, 322, pages: 3701-3703, 2010 (article)

**On the nature of displacement bursts during nanoindentation of ultrathin Ni films on sapphire**
*{Acta Materialia}*, 58, pages: 1589-1598, 2010 (article)

**Nanospheres generate out-of-plane magnetization**
*{Journal of Applied Physics}*, 107, 2010 (article)

**Temperature dependence of the magnetic properties of L10-FePt nanostructures and films**
*{Journal of Applied Physics}*, 108(11), 2010 (article)

**Point-defect interactions in electron-irradiated titanomagnetites - as analysed by magnetic after-effect spectroscopy on annealing within 80 K \textless Ta \textless 1200 K**
*{Journal of Physics: Condensed Matter}*, 22(4), 2010 (article)

**Magnetic properties of Fe nanoclusters on Cu(111) studied with X-ray magnetic circular dichroism**
*{Physica Status Solidi B}*, 247(5):1170-1179, 2010 (article)

**An experimental analysis of elliptical adhesive contact**
*Journal of Applied Physics*, 107(11):113512, AIP, 2010 (article)

**Efficient learning and feature detection in high dimensional regression**
*Neural Computation*, 22, pages: 831-886, 2010, clmc (article)

**Nanoscale imaging using deep ultraviolet digital holographic microscopy**
*{Optics Express}*, 18(13):14159-14164, 2010 (article)

**Metal-organic frameworks for hydrogen storage**
*{Microporous and Mesoporous Materials}*, 129, pages: 335-339, 2010 (article)

**Samarium-cobalt 2:17 magnets: analysis of the coercive field of Sm2(CoFeCuZr)17 high-temperature permanent magnets**
*{Scripta Materialia}*, 63, pages: 243-245, 2010 (article)

**Low-temperature growth of silicon nanotubes and nanowires on amorphous substrates**
*{ACS Nano}*, 4(4):1805-1812, 2010 (article)

**Physisorption in porous materials**
In *Handbook of Hydrogen Storage*, pages: 39-62, WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim, 2010 (incollection)

**Formation and mobility of protonic charge carriers in methyl sulfonic acid-water mixtures: A model for sulfonic acid based ionomers at low degree of hydration**
*{Solid State Ionics}*, 181, pages: 461-465, 2010 (article)

**Continuous photobleaching to study the growth modes of focal adhesions**
*{Journal of Adhesion Science and Technology}*, 24, pages: 2323-2334, 2010 (article)

**Magnetic antivortex-core reversal by circular-rotational spin currents**
*{Physical Review Letters}*, 105, 2010 (article)

**Extension of Yafet\textquotesingles theory of spin relaxation to ferromagnets**
*{Journal of Magnetism and Magnetic Materials}*, 322, pages: L5-L7, 2010 (article)

**Stochastic Differential Dynamic Programming**
*In the proceedings of American Control Conference (ACC 2010) *, 2010, clmc (article)

**Enhanced wet adhesion and shear of elastomeric micro-fiber arrays with mushroom tip geometry and a photopolymerized p (DMA-co-MEA) tip coating**
*Langmuir*, 26(22):17357-17362, American Chemical Society, 2010 (article)