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Beuchert, J., Solowjow, F., Raisch, J., Trimpe, S., Seel, T.
Hierarchical Event-triggered Learning for Cyclically Excited Systems with Application to Wireless Sensor Networks
IEEE Control Systems Letters, 4(1):103-108, January 2020 (article) To be published
ics
Baumann, D., Mager, F., Zimmerling, M., Trimpe, S.
Control-guided Communication: Efficient Resource Arbitration and Allocation in Multi-hop Wireless Control Systems
IEEE Control Systems Letters, 4(1):127-132, January 2020 (article) To be published
mms
Son, K., Schütz, G.
Fabrication and temperature-dependent magnetic properties of large-area L10-FePt/Co exchange-spring magnet nanopatterns
{Physica E: Low-Dimensional Systems And Nanostructures}, 115, North-Holland, Amsterdam, 2020 (article)
ei
Lampert, C., Blaschko, M., Hofmann, T.
Efficient Subwindow Search: A Branch and Bound Framework for Object Localization
IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(12):2129-2142, December 2009 (article)
ei
Habeck, M.
Generation of three-dimensional random rotations in fitting and matching problems
Computational Statistics, 24(4):719-731, December 2009 (article)
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Hachiya, H., Akiyama, T., Sugiyama, M., Peters, J.
Adaptive Importance Sampling for Value Function Approximation in Off-policy Reinforcement Learning
Neural Networks, 22(10):1399-1410, December 2009 (article)
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Parker, C., Altun, Y., Tadepalli, P.
Guest editorial: special issue on structured prediction
Machine Learning, 77(2-3):161-164, December 2009 (article)
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Lampert, CH., Blaschko, MB.
Structured prediction by joint kernel support estimation
Machine Learning, 77(2-3):249-269, December 2009 (article)
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Haselager, P., Vlek, R., Hill, J., Nijboer, F.
A note on ethical aspects of BCI
Neural Networks, 22(9):1352-1357, November 2009 (article)
ei
Nguyen-Tuong, D., Seeger, M., Peters, J.
Model Learning with Local Gaussian Process Regression
Advanced Robotics, 23(15):2015-2034, November 2009 (article)
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Harmeling, S.
Inferring textual entailment with a probabilistically sound calculus
Natural Language Engineering, 15(4):459-477, October 2009 (article)
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Rasmussen, CE., de la Cruz, BJ., Ghahramani, Z., Wild, DL.
Modeling and Visualizing Uncertainty in Gene Expression Clusters using Dirichlet Process Mixtures
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 6(4):615-628, October 2009 (article)
ei
Kolb, A., Hofmann, M., Sossi, V., Wehrl, H., Sauter, A., Schmid, A., Schlemmer, H., Claussen, C., Pichler, B.
Clinical PET/MRI-System and Its Applications with MRI Based Attenuation Correction
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC 2009), 2009, pages: 1, October 2009 (poster)
ei
Allahverdyan, A., Janzing, D., Mahler, G.
Thermodynamic efficiency of information and heat flow
Journal of Statistical Mechanics: Theory and Experiment, 2009(09):P09011, September 2009 (article)
ei
Jäkel, F., Schölkopf, B., Wichmann, F.
Does Cognitive Science Need Kernels?
Trends in Cognitive Sciences, 13(9):381-388, September 2009 (article)
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Klotzbücher, K., Kobayashi, Y., Shervashidze, N., Borgwardt, K., Weigel, D.
A flowering-time gene network model for association analysis in Arabidopsis thaliana
2009(39):95-96, German Conference on Bioinformatics (GCB '09), September 2009 (poster)
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Peters, J., Morimoto, J., Tedrake, R., Roy, N.
Robot Learning
IEEE Robotics and Automation Magazine, 16(3):19-20, September 2009 (article)
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Lampert, CH.
Kernel Methods in Computer Vision
Foundations and Trends in Computer Graphics and Vision, 4(3):193-285, September 2009 (article)
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Kolb, A., Hofmann, M., Sossi, V., Wehrl, H., Sauter, A., Schmid, A., Judenhofer, M., Schlemmer, H., Claussen, C., Pichler, B.
Initial Data from a first PET/MRI-System and its Applications in Clinical Studies Using MRI Based Attenuation Correction
2009 World Molecular Imaging Congress, 2009, pages: 1200, September 2009 (poster)
ei
Lampert, C., Peters, J.
A High-Speed Object Tracker from Off-the-Shelf Components
First IEEE Workshop on Computer Vision for Humanoid Robots in Real Environments at ICCV 2009, 1, pages: 1, September 2009 (poster)
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Shen, H., Jegelka, S., Gretton, A.
Fast Kernel-Based Independent Component Analysis
IEEE Transactions on Signal Processing, 57(9):3498-3511, September 2009 (article)
ei
Peters, J., Ng, A.
Guest editorial: Special issue on robot learning, Part B
Autonomous Robots, 27(2):91-92, August 2009 (article)
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Macke, J., Wichmann, F.
Estimating Critical Stimulus Features from Psychophysical Data: The Decision-Image Technique Applied to Human Faces
Journal of Vision, 9(8):31, 9th Annual Meeting of the Vision Sciences Society (VSS), August 2009 (poster)
ei
Peters, J., Kober, J.
Policy Search for Motor Primitives
KI - Zeitschrift K{\"u}nstliche Intelligenz, 23(3):38-40, August 2009 (article)
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Liefhold, C., Grosse-Wentrup, M.
Informative Brain Regions during Motor Imagery: Evidence from Four Normal and One ALS Subject
Berlin BCI Workshop 2009, 1, pages: 1, July 2009 (poster)
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Goris, R., Wichmann, F., Henning, G.
A neurophysiologically plausible population code model for human contrast discrimination
Journal of Vision, 9(7):1-22, July 2009 (article)
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Corfield, D., Schölkopf, B., Vapnik, V.
Falsificationism and Statistical Learning Theory: Comparing the Popper and Vapnik-Chervonenkis Dimensions
Journal for General Philosophy of Science, 40(1):51-58, July 2009 (article)
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Shelton, JA., Blaschko, MB., Lampert, CH., Bartels, A.
Semi-supervised Analysis of Human fMRI Data
Berlin Brain Computer Interface Workshop on Advances in Neurotechnology, 2009, pages: 1, July 2009 (poster)
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Peters, J., Ng, A.
Guest editorial: Special issue on robot learning, Part A
Autonomous Robots, 27(1):1-2, July 2009 (article)
ei
von Luxburg, U., Franz, V.
A Geometric Approach to Confidence Sets for Ratios: Fieller’s Theorem, Generalizations, and Bootstrap
Statistica Sinica, 19(3):1095-1117, July 2009 (article)
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Kienzle, W., Franz, M., Schölkopf, B., Wichmann, F.
Center-surround patterns emerge as optimal predictors for human saccade targets
Journal of Vision, 9(5:7):1-15, May 2009 (article)
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Bardiaux, B., Bernard, A., Rieping, W., Habeck, M., Malliavin, TE., Nilges, M.
Influence of Different Assignment Conditions on the Determination of Symmetric Homo-dimeric Structures with ARIA
Proteins, 75(3):569-585, May 2009 (article)
ei
Grosse-Wentrup, M., Liefhold, C., Gramann, K., Buss, M.
Beamforming in Noninvasive Brain-Computer Interfaces
IEEE Transactions on Biomedical Engineering, 56(4):1209-1219, April 2009 (article)
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Lee, D., Jung, K., Lee, J.
Constructing Sparse Kernel Machines Using Attractors
IEEE Transactions on Neural Networks, 20(4):721-729, April 2009 (article)
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Maier, M., Hein, M., von Luxburg, U.
Optimal construction of k-nearest-neighbor graphs for identifying noisy clusters
Theoretical Computer Science, 410(19):1749-1764, April 2009 (article)
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Seeger, M., Nickisch, H., Pohmann, R., Schölkopf, B.
Optimization of k-Space Trajectories by Bayesian Experimental Design
17(2627), 17th Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM), April 2009 (poster)
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Martens, S., Hill, N., Farquhar, J., Schölkopf, B.
Overlap and refractory effects in a Brain-Computer Interface speller based on the visual P300 Event-Related Potential
Journal of Neural Engineering, 6(2):1-9, April 2009 (article)
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Hofmann, M., Steinke, F., Bezrukov, I., Kolb, A., Aschoff, P., Lichy, M., Erb, M., Nägele, T., Brady, M., Schölkopf, B., Pichler, B.
MR-Based Attenuation Correction for PET/MR
17(260), 17th Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM), April 2009 (poster)
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Bubeck, S., von Luxburg, U.
Nearest Neighbor Clustering: A Baseline Method for Consistent Clustering with Arbitrary Objective Functions
Journal of Machine Learning Research, 10, pages: 657-698, March 2009 (article)
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Shin, H., Tsuda, K., Schölkopf, B.
Protein Functional Class Prediction With a Combined Graph
Expert Systems with Applications, 36(2):3284-3292, March 2009 (article)
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Deisenroth, M., Rasmussen, C., Peters, J.
Gaussian Process Dynamic Programming
Neurocomputing, 72(7-9):1508-1524, March 2009 (article)
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Hofmann, M., Pichler, B., Schölkopf, B., Beyer, T.
Towards quantitative PET/MRI: a review of MR-based attenuation correction techniques
European Journal of Nuclear Medicine and Molecular Imaging, 36(Supplement 1):93-104, March 2009 (article)
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Macke, J., Berens, P., Ecker, A., Tolias, A., Bethge, M.
Generating Spike Trains with Specified Correlation Coefficients
Neural Computation, 21(2):397-423, February 2009 (article)
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Klöppel, S., Chu, C., Tan, G., Draganski, B., Johnson, H., Paulsen, J., Kienzle, W., Tabrizi, S., Ashburner, J., Frackowiak, R.
Automatic detection of preclinical neurodegeneration: Presymptomatic Huntington disease
Neurology, 72(5):426-431, February 2009 (article)
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Georgii, E., Dietmann, S., Uno, T., Pagel, P., Tsuda, K.
Enumeration of condition-dependent dense modules in protein interaction networks
Bioinformatics, 25(7):933-940, February 2009 (article)
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Graf, A., Bousquet, O., Rätsch, G., Schölkopf, B.
Prototype Classification: Insights from Machine Learning
Neural Computation, 21(1):272-300, January 2009 (article)
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Dietmann, S., Georgii, E., Antonov, A., Tsuda, K., Mewes, H.
The DICS repository: module-assisted analysis of disease-related gene lists
Bioinformatics, 25(6):830-831, January 2009 (article)
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Schweikert, G., Zien, A., Zeller, G., Behr, J., Dieterich, C., Ong, C., Philips, P., De Bona, F., Hartmann, L., Bohlen, A., Krüger, N., Sonnenburg, S., Rätsch, G.
mGene: accurate SVM-based gene finding with an application to nematode genomes
Genome Research, 19(11):2133-43, 2009 (article)
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Djuranovic, S., Hartmann, MD., Habeck, M., Ursinus, A., Zwickl, P., Martin, J., Lupas, AN., Zeth, K.
Structure and activity of the N-terminal substrate recognition domains in proteasomal ATPases
Molecular Cell, 34(5):580-590, 2009 (article)
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Gretton, A., Fukumizu, K., Sriperumbudur, B.
Discussion of: Brownian Distance Covariance
The Annals of Applied Statistics, 3(4):1285-1294, 2009 (article)