400 results
(View BibTeX file of all listed publications)

**Learning the statistics of people in images and video**
*International Journal of Computer Vision*, 54(1-3):183-209, August 2003 (article)

**A framework for robust subspace learning**
*International Journal of Computer Vision*, 54(1-3):117-142, August 2003 (article)

**Guest editorial: Computational vision at Brown**
*International Journal of Computer Vision*, 54(1-3):5-11, August 2003 (article)

**Statistical Learning Theory, Capacity and Complexity**
*Complexity*, 8(4):87-94, July 2003 (article)

**Robust parameterized component analysis: Theory and applications to 2D facial appearance models**
*Computer Vision and Image Understanding*, 91(1-2):53-71, July 2003 (article)

**Ranking on Data Manifolds**
(113), Max Planck Institute for Biological Cybernetics, 72076 Tuebingen, Germany, June 2003 (techreport)

**Kernel Hebbian Algorithm for Iterative Kernel Principal Component Analysis**
(109), MPI f. biologische Kybernetik, Tuebingen, June 2003 (techreport)

**Learning with Local and Global Consistency**
(112), Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, June 2003 (techreport)

**Dealing with large Diagonals in Kernel Matrices**
*Annals of the Institute of Statistical Mathematics*, 55(2):391-408, June 2003 (article)

**The Metric Nearness Problem with Applications**
Univ. of Texas at Austin, June 2003 (techreport)

**Implicit Wiener Series**
(114), Max Planck Institute for Biological Cybernetics, June 2003 (techreport)

**Machine Learning approaches to protein ranking: discriminative, semi-supervised, scalable algorithms**
(111), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, June 2003 (techreport)

**The em Algorithm for Kernel Matrix Completion with Auxiliary Data**
*Journal of Machine Learning Research*, 4, pages: 67-81, May 2003 (article)

**Constructing Descriptive and Discriminative Non-linear Features: Rayleigh Coefficients in Kernel Feature Spaces**
*IEEE Transactions on Pattern Analysis and Machine Intelligence*, 25(5):623-628, May 2003 (article)

**The Geometry Of Kernel Canonical Correlation Analysis**
(108), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, May 2003 (techreport)

**Kernel-based nonlinear blind source separation**
*Neural Computation*, 15(5):1089-1124, May 2003 (article)

**The Kernel Mutual Information**
Max Planck Institute for Biological Cybernetics, April 2003 (techreport)

**Tractable Inference for Probabilistic Data Models**
*Complexity*, 8(4):64-68, April 2003 (article)

**Feature selection and transduction for prediction of molecular bioactivity for drug design**
*Bioinformatics*, 19(6):764-771, April 2003 (article)

**Rademacher and Gaussian averages in Learning Theory**
Universite de Marne-la-Vallee, March 2003 (talk)

ei
Bousquet, O., Schölkopf, B.
**Statistical Learning Theory**
March 2003 (talk)

**Use of the Zero-Norm with Linear Models and Kernel Methods**
*Journal of Machine Learning Research*, 3, pages: 1439-1461, March 2003 (article)

**Concentration Inequalities and Data-Dependent Error Bounds**
Uni. Jena, February 2003 (talk)

**Introduction: Robots with Cognition?**
6, pages: 38, (Editors: H.H. Bülthoff, K.R. Gegenfurtner, H.A. Mallot, R. Ulrich, F.A. Wichmann), 6. T{\"u}binger Wahrnehmungskonferenz (TWK), February 2003 (talk)

**Expectation Maximization for Clustering on Hyperspheres**
Univ. of Texas at Austin, February 2003 (techreport)

**Modeling Data using Directional Distributions**
Univ. of Texas at Austin, January 2003 (techreport)

**An Introduction to Variable and Feature Selection.**
*Journal of Machine Learning*, 3, pages: 1157-1182, 2003 (article)

**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)

**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)

**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)

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

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

**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)

**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)

**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)

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

**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)

**Stress-induced relaxation mechanisms in single-crystalline titanomagnetites**
*{Journal of Physics-Condensed Matter}*, 15(41):7029-7045, 2003 (article)