383 results
(View BibTeX file of all listed publications)

**Unsupervised Clustering of Images using their Joint Segmentation**
In *The 3rd International Workshop on Statistical and Computational Theories of Vision (SCTV 2003)*, pages: 1-24, 3rd International Workshop on Statistical and Computational Theories of Vision (SCTV), 2003 (inproceedings)

**A Note on Parameter Tuning for On-Line Shifting Algorithms**
Max Planck Institute for Biological Cybernetics, Tübingen, Germany, 2003 (techreport)

**Dynamics of a rigid body in a Stokes fluid**
*Journal of Fluid Mechanics*, 2003 (article) Accepted

**A novel transient heater-foil technique for liquid crystal experiments on film cooled surfaces**
*ASME Journal of Turbomachinery*, 125, pages: 529-537, 2003 (article)

**Support Vector Machines**
In *Handbook of Brain Theory and Neural Networks (2nd edition)*, pages: 1119-1125, (Editors: MA Arbib), MIT Press, Cambridge, MA, USA, 2003 (inbook)

**Prediction at an Uncertain Input for Gaussian Processes and Relevance Vector Machines - Application to Multiple-Step Ahead Time-Series Forecasting**
(IMM-2003-18), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, 2003 (techreport)

ei
Schölkopf, B.
**Kernel methods and dimensionality reduction**
2003 (talk)

**Large margin Methods in Label Sequence Learning**
Brown University, Providence, RI, USA, 2003 (mastersthesis)

**Kernel Methods and Their Applications to Signal Processing**
In *Proceedings. (ICASSP ‘03)*, Special Session on Kernel Methods, pages: 860 , ICASSP, 2003 (inproceedings)

**Predictive control with Gaussian process models**
In *Proceedings of IEEE Region 8 Eurocon 2003: Computer as a Tool*, pages: 352-356, (Editors: Zajc, B. and M. Tkal), Proceedings of IEEE Region 8 Eurocon: Computer as a Tool, 2003 (inproceedings)

**Extension of the nu-SVM range for classification**
In *Advances in Learning Theory: Methods, Models and Applications, NATO Science Series III: Computer and Systems Sciences, Vol. 190*, 190, pages: 179-196, NATO Science Series III: Computer and Systems Sciences, (Editors: J Suykens and G Horvath and S Basu and C Micchelli and J Vandewalle), IOS Press, Amsterdam, 2003 (inbook)

**m-Alternative Forced Choice—Improving the Efficiency of the
Method of Constant Stimuli**
Biologische Kybernetik, Graduate School for Neural and
Behavioural Sciences, Tübingen, 2003 (diplomathesis)

**Microarrays: How Many Do You Need?**
*Journal of Computational Biology*, 10(3-4):653-667, 2003 (article)

**New Approaches to Statistical Learning Theory**
*Annals of the Institute of Statistical Mathematics*, 55(2):371-389, 2003 (article)

**Distance-based classification with Lipschitz functions**
In *Learning Theory and Kernel Machines, Proceedings of the 16th Annual Conference on Computational Learning Theory*, pages: 314-328, (Editors: Schölkopf, B. and M.K. Warmuth), Learning Theory and Kernel Machines, Proceedings of the 16th Annual Conference on Computational Learning Theory, 2003 (inproceedings)

**An Introduction to Support Vector Machines**
In *Recent Advances and Trends in Nonparametric Statistics
*, pages: 3-17, (Editors: MG Akritas and DN Politis), Elsevier, Amsterdam, The Netherlands, 2003 (inbook)

**Statistical Learning and Kernel Methods in Bioinformatics**
In *Artificial Intelligence and Heuristic Methods in Bioinformatics*, 183, pages: 1-21, 3, (Editors: P Frasconi und R Shamir), IOS Press, Amsterdam, The Netherlands, 2003 (inbook)

**Interactive Images**
(MSR-TR-2003-64), Microsoft Research, Cambridge, UK, 2003 (techreport)

**The importance of phase information for recognizing natural images**
2003 (poster)

**Semi-Supervised Learning through Principal Directions Estimation**
In *ICML Workshop, The Continuum from Labeled to Unlabeled Data in Machine Learning & Data Mining*, pages: 7, ICML Workshop: The Continuum from Labeled to Unlabeled Data in Machine Learning & Data Mining, 2003 (inproceedings)

**Statistical Learning and Kernel Methods**
In *Adaptivity and Learning—An Interdisciplinary Debate*, pages: 161-186, (Editors: R.Kühn and R Menzel and W Menzel and U Ratsch and MM Richter and I-O Stamatescu), Springer, Berlin, Heidelberg, Germany, 2003 (inbook)

**A Short Introduction to Learning with Kernels**
In *Proceedings of the Machine Learning Summer School, Lecture Notes in Artificial Intelligence, Vol. 2600*, pages: 41-64, LNAI 2600, (Editors: S Mendelson and AJ Smola), Springer, Berlin, Heidelberg, Germany, 2003 (inbook)

**Bayesian Kernel Methods**
In *Advanced Lectures on Machine Learning, Machine Learning Summer School 2002, Lecture Notes in Computer Science, Vol. 2600*, LNAI 2600, pages: 65-117, 0, (Editors: S Mendelson and AJ Smola), Springer, Berlin, Germany, 2003 (inbook)

**Gene expression in chondrocytes assessed with use of microarrays**
*Journal of Bone and Joint Surgery*, 85(Suppl 2):117-123, 2003 (article)

ei
Ong, CS., Smola, AJ.
**Machine Learning with Hyperkernels**
In pages: 568-575, 2003 (inproceedings)

**Gaussian Processes to Speed up Hybrid Monte Carlo for Expensive Bayesian Integrals**
In *Bayesian Statistics 7*, pages: 651-659, (Editors: J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith and M. West), Bayesian Statistics 7, 2003 (inproceedings)

**Dimension Reduction Based on Orthogonality — a Decorrelation Method in ICA**
In *Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003*, pages: 132-139, (Editors: O Kaynak and E Alpaydin and E Oja and L Xu), Springer, Berlin, Germany, International Conference on Artificial Neural Networks and International Conference on Neural Information Processing, ICANN/ICONIP, 2003, Lecture Notes in Computer Science, Volume 2714 (inproceedings)

**Stability of ensembles of kernel machines**
In 190, pages: 111-124, NATO Science Series III: Computer and Systems Science, (Editors: Suykens, J., G. Horvath, S. Basu, C. Micchelli and J. Vandewalle), IOS press, Netherlands, 2003 (inbook)

**New electro-optic effect: Sum-frequency generation from optically active liquids in the presence of a dc electric field**
*PHYSICAL REVIEW LETTERS*, 91(17), 2003 (article)

**Chiral and achiral contributions to sum-frequency generation from optically active solutions of binaphthol**
*JOURNAL OF PHYSICAL CHEMISTRY A*, 107(40):8232-8238, 2003 (article)

**Synthetic gecko foot-hair micro/nano-structures as dry adhesives**
*Journal of adhesion science and technology*, 17(8):1055-1073, Taylor & Francis Group, 2003 (article)

**Teleoperated touch feedback from the surfaces at the nanoscale: modeling and experiments**
*IEEE/ASME transactions on mechatronics*, 8(2):287-298, IEEE, 2003 (article)

**Bayesian backfitting**
In *Proceedings of the 10th Joint Symposium on Neural Computation (JSNC 2003)*, Irvine, CA, May 2003, 2003, clmc (inproceedings)

**Reinforcement learning for humanoid robotics**
In *IEEE-RAS International Conference on Humanoid Robots (Humanoids2003)*, Karlsruhe, Germany, Sept.29-30, 2003, clmc (inproceedings)

**Accuracy of manual spike sorting: Results for the Utah intracortical array**
*Program No. 279.2. 2003, Abstract Viewer and Itinerary Planner*, Society for Neuroscience, Washington, DC, 2003, Online (conference)

**Specular flow and the perception of surface reflectance**
*Journal of Vision, 3 (9): 413a*, 2003 (conference)

**Mixing in Cu/Ge system by swift heavy ions**
*{Nuclear Instruments \& Methods in Physics Research Section B-Beam Interactions with Materials and Atoms}*, 212, pages: 242-245, 2003 (article)

**Ab-initio Clusterentwicklung zur Untersuchung der Stabilität monoatomarer magnetischer Ketten auf glatten Kristalloberflächen**
Universität Stuttgart, Stuttgart, 2003 (mastersthesis)

**Magnetic properties of [NdFeBx/Nbz]n multilayer films**
*{Journal of Applied Physics}*, 93(10):6915-6917, 2003 (article)

**Analysis of the temperature dependence of the coercive field of Sm2Co17 based magnets**
*{Scripta Materialia}*, 48(7):833-838, 2003 (article)

**Critical thickness for high-remanent single-domain configurations in square ferromagnetic thin platelets**
*{Physical Review B}*, 67(9), 2003 (article)

**NMR studies of hydrogen motion in nanostructured hydrogen-graphite systems**
*{Journal of Alloys and Compounds}*, 356-357, pages: 617-621, 2003 (article)

**Hydrogen diffusion in metallic and nanostructured materials**
*{Physica B}*, 328, pages: 81-89, 2003 (article)

**Grain boundary phase transitions in the Al-Mg system and their influence on high-strain rate superplasticity**
In 216-217, pages: 307-312, Moscow, Russia, 2003 (inproceedings)

**Electron density-of-states and the metal-insulator transition in LaHx**
*{Journal of Alloys and Compounds}*, 356-357, pages: 137-141, 2003 (article)

**Magnetism and the Microstructure of Ferromagnetic Solids**
pages: 432 p., 1st ed., Cambridge University Press, Cambridge, 2003 (book)

**Ab initio electron theory for magnetism in Fe: Pressure dependence of spin-wave energies, exchange parameters, and Curie temperature**
*{Physical Review B}*, 67, 2003 (article)

**Electronic sputtering from HOPG: A study of angular dependence**
*{Nuclear Instruments and Methods B}*, 212, pages: 402-406, 2003 (article)

**High aspect ratio polymer micro/nano-structure manufacturing using nanoembossing, nanomolding and directed self-assembly**
In *ASME 2003 International Mechanical Engineering Congress and Exposition*, pages: 293-297, 2003 (inproceedings)