267 results
(View BibTeX file of all listed publications)

**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)

**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)

**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)

**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)

**Nsf workshop on future directions in nano-scale systems, dynamics and control**
In *Automatic Control Conference (ACC)*, 2003 (inproceedings)

**3-D nano-fiber manufacturing by controlled pulling of liquid polymers using nano-probes**
In *Nanotechnology, 2003. IEEE-NANO 2003. 2003 Third IEEE Conference on*, 1, pages: 60-63, 2003 (inproceedings)

**Scaled teleoperation system for nano-scale interaction and manipulation**
*Advanced Robotics*, 17(3):275-291, Taylor & Francis Group, 2003 (article)

**Manufacturing of two and three-dimensional micro/nanostructures by integrating optical tweezers with chemical assembly**
In *Nanotechnology, 2003. IEEE-NANO 2003. 2003 Third IEEE Conference on*, 1, pages: 56-59, 2003 (inproceedings)

**Atomic force microscope probe based controlled pushing for nano-tribological characterization**
*IEEE/ASME Transactions on Mechatronics*, 8(3), 2003 (article)

**Efficient charge recovery method for driving piezoelectric actuators with quasi-square waves**
*IEEE transactions on ultrasonics, ferroelectrics, and frequency control*, 50(3):237-244, IEEE, 2003 (article)

**Synthetic gecko foot-hair micro/nano-structures for future wall-climbing robots**
In *Robotics and Automation, 2003. Proceedings. ICRA’03. IEEE International Conference on*, 1, pages: 1164-1170, 2003 (inproceedings)

**Piezoelectrically actuated four-bar mechanism with two flexible links for micromechanical flying insect thorax**
*IEEE/ASME transactions on mechatronics*, 8(1):26-36, IEEE, 2003 (article)

**Biomimetic propulsion for a swimming surgical micro-robot**
In *Intelligent Robots and Systems, 2003.(IROS 2003). Proceedings. 2003 IEEE/RSJ International Conference on*, 3, pages: 2583-2588, 2003 (inproceedings)

**Regularized principal manifolds**
*Journal of Machine Learning Research*, 1, pages: 179-209, June 2001 (article)

**Variationsverfahren zur Untersuchung von
Grundzustandseigenschaften des Ein-Band Hubbard-Modells**
Biologische Kybernetik, Technische Universität Dresden, Dresden/Germany, May 2001 (diplomathesis)

**The psychometric function: II. Bootstrap-based confidence intervals and sampling**
*Perception and Psychophysics*, 63 (8), pages: 1314-1329, 2001 (article)

**The psychometric function: I. Fitting, sampling and goodness-of-fit**
*Perception and Psychophysics*, 63 (8), pages: 1293-1313, 2001 (article)

**Unsupervised Segmentation and Classification of Mixtures of Markovian Sources**
In *The 33rd Symposium on the Interface of Computing Science and Statistics (Interface 2001 - Frontiers in Data Mining and Bioinformatics)*, pages: 1-15, 33rd Symposium on the Interface of Computing Science and Statistics (Interface - Frontiers in Data Mining and Bioinformatics), 2001 (inproceedings)

**Markovian domain fingerprinting: statistical segmentation of protein sequences**
*Bioinformatics*, 17(10):927-934, 2001 (article)

**Unsupervised Sequence Segmentation by a
Mixture of Switching Variable Memory Markov Sources**
In *In the proceeding of the 18th International Conference on Machine Learning (ICML 2001)*, pages: 513-520, 18th International Conference on Machine Learning (ICML), 2001 (inproceedings)

**Inference Principles and Model Selection**
(01301), Dagstuhl Seminar, 2001 (techreport)

**Isotropic second-order nonlinear optical susceptibilities**
*PHYSICAL REVIEW A*, 64(5), 2001 (article)

**Reply to “Comment on ‘Phenomenological damping in optical response tensors’”**
*PHYSICAL REVIEW A*, 63(4), 2001 (article)

**Survey of nanomanipulation systems**
In *Nanotechnology, 2001. IEEE-NANO 2001. Proceedings of the 2001 1st IEEE Conference on*, pages: 75-80, 2001 (inproceedings)

**Nanotribological characterization system by AFM based controlled pushing**
In *Nanotechnology, 2001. IEEE-NANO 2001. Proceedings of the 2001 1st IEEE Conference on*, pages: 99-104, 2001 (inproceedings)

**Towards flapping wing control for a micromechanical flying insect**
In *Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference on*, 4, pages: 3901-3908, 2001 (inproceedings)

**Man-machine interface for micro/nano manipulation with an afm probe**
In *Nanotechnology, 2001. IEEE-NANO 2001. Proceedings of the 2001 1st IEEE Conference on*, pages: 151-156, 2001 (inproceedings)

**Development of PZT and PZN-PT based unimorph actuators for micromechanical flapping mechanisms**
In *Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference on*, 4, pages: 3839-3846, 2001 (inproceedings)

**Thorax Design and Wing Control for a Micromechanical Flying Insect**
In *PROCEEDINGS OF THE ANNUAL ALLERTON CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING*, 39(2):952-961, 2001 (inproceedings)

**PZT actuated four-bar mechanism with two flexible links for micromechanical flying insect thorax**
In *Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference on*, 4, pages: 3893-3900, 2001 (inproceedings)

**Wing transmission for a micromechanical flying insect**
*Journal of Micromechatronics*, 1(3):221-237, Brill, 2001 (article)

**Development of a scaled teleoperation system for nano scale interaction and manipulation**
In *Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference on*, 1, pages: 860-867, 2001 (inproceedings)

**Advances in Large Margin Classifiers**
pages: 422, Neural Information Processing, MIT Press, Cambridge, MA, USA, October 2000 (book)

**An Introduction to Kernel-Based Learning Algorithms**
In *Handbook of Neural Network Signal Processing*, 4, (Editors: Yu Hen Hu and Jang-Neng Hwang), CRC Press, 2000 (inbook)

**Choosing nu in support vector regression with
different noise models — theory and experiments**
In *Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, Neural Computing: New Challenges and Perspectives for the New Millennium*, IEEE, International Joint Conference on Neural Networks, 2000 (inproceedings)

**Phenomenological damping in optical response tensors**
*PHYSICAL REVIEW A*, 61(3), 2000 (article)

**Ab initio investigation of the sum-frequency hyperpolarizability of small chiral molecules**
*CHEMICAL PHYSICS LETTERS*, 331(1):83-88, 2000 (article)

**Three-wave mixing in chiral liquids**
*PHYSICAL REVIEW LETTERS*, 85(20):4253-4256, 2000 (article)

**Two-dimensional fine particle positioning under an optical microscope using a piezoresistive cantilever as a manipulator**
*journal of Micromechatronics*, 1(1):25-48, Brill, 2000 (article)