134 results
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**Concentration Inequalities for Sub-Additive Functions Using the Entropy Method**
*Stochastic Inequalities and Applications*, 56, pages: 213-247, Progress in Probability, (Editors: Giné, E., C. Houdré and D. Nualart), November 2003 (article)

ei
Bousquet, O.
**Statistical Learning Theory**
Machine Learning Summer School, August 2003 (talk)

**Remarks on Statistical Learning Theory**
Machine Learning Summer School, August 2003 (talk)

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

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

**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)

**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)

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

**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)

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

**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)

**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)

**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)

**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)

**Morphology and interdiffusion behavior of evaporated metal films on crystalline diindenoperylene thin films**
*{Journal of Applied Physics}*, 93(9):5201-5209, 2003 (article)

**Recent progress with high resolution X-ray microscopy at the XM-1**
*{Journal de Physique IV}*, 104, pages: 9-9, 2003 (article)

**Comment on the analysis of angle-dependent X-ray magnetic circular dichroism in systems with reduced dimensionality**
*{Journal of Electron Spectroscopy and Related Phenomena}*, 130(1-3):97-100, 2003 (article)

**The electron theory of magnetism in monoatomic nanowires**
*{Advances in Solid State Science}*, 43, pages: 781-788, 2003 (article)

**Nuclear relaxation in the dideuteride of hafnium and titanium**
*{Physical Review B}*, 68, 2003 (article)

**Investigation of the Initial Oxidation of Surfaces of Quasicrystals by High-Resolution RBS and ERDA**
In *Quasicrystals: Structure and Physical Properties*, pages: 598-614, Wiley-VCH GmbH & Co. KGaA, Weinheim, 2003 (incollection)

**Magnetism in systems with various dimensionalities: A comparison between Fe and Co**
*{Physical Review B}*, 68, 2003 (article)

**Characterization of free volumes in amorphous and nanostructured Pr2Fe14B using positron lifetime spectroscopy**
*{Physica Status Solidi A-Applied Research}*, 198(1):204-209, 2003 (article)

**The magnetization behavior of nanocrystalline permanent magnets based on the Stoner-Wohlfarth model**
*{Journal of Magnetism and Magnetic Materials}*, 260(3):352-360, 2003 (article)

**X-ray magnetic microscopy for correlations between magnetic domains and crystal structure**
*{Journal de Physique IV}*, 104, pages: 477-481, 2003 (article)

**Statistical mechanics of inhomogeneous model colloid-polymer mixtures**
*{Molecular Physics}*, 101, pages: 3349-3384, 2003 (article)

**Cluster expansion technique: An efficient tool to search for ground-state configurations of adatoms on plane surfaces**
*{Physical Review B}*, 67, 2003 (article)

**Hydrogen strorage in carbon nanotubes**
*{Comptes Rendus Physique}*, 4, pages: 1055-1062, 2003 (article)

**Thermal desorption spectroscopy as a quantitative tool to determine the hydrogen content in solids**
*{Thermochimica Acta}*, 404, pages: 251-258, 2003 (article)

**Surface adsorbed atoms suppressing hydrogen permeation of Pd membranes**
*{Journal of Alloys and Compounds}*, 352, pages: 57-59, 2003 (article)

**Experiment with a crystal-assisted positron source using 6 and 10 GeV electrons**
*{Nuclear Instruments and Methods in Physics Research B}*, 201, pages: 243-252, 2003 (article)

**Surface patterning of SrTiO3 by 30 keV ion irradiation**
*{Surface Science Letters}*, 547, pages: L847-L852, 2003 (article)

**Magnetization reversal study of CoCrPt alloy thin films on a nanogranular-length scale using magnetic transmission soft x-ray microscopy**
*{Applied Physics Letters}*, 83(22):4589-4591, 2003 (article)