Publications | Max Planck Institute for Intelligent Systems

Bayesian Inference and Experimental Design for Large Generalised Linear Models

Nickisch, H.

Biologische Kybernetik, Technische Universität Berlin, Berlin, Germany, September 2010 (phdthesis)

PDF Web [BibTex]

ei Nickisch, H. Bayesian Inference and Experimental Design for Large Generalised Linear Models Biologische Kybernetik, Technische Universität Berlin, Berlin, Germany, September 2010 (phdthesis)

PDF Web [BibTex]

Method and device for recovering a digital image from a sequence of observed digital images

Harmeling, S., Hirsch, M., Sra, S., Schölkopf, B.

United States Provisional Patent Application, No 61387025, September 2010 (patent)

ei Harmeling, S., Hirsch, M., Sra, S., Schölkopf, B. Method and device for recovering a digital image from a sequence of observed digital images United States Provisional Patent Application, No 61387025, September 2010 (patent)

Inferring High-Dimensional Causal Relations using Free Probability Theory

Zscheischler, J.

Humboldt Universität Berlin, Germany, August 2010 (diplomathesis)

ei Zscheischler, J. Inferring High-Dimensional Causal Relations using Free Probability Theory Humboldt Universität Berlin, Germany, August 2010 (diplomathesis)

Magnetic Nanostructured Propellers

Fischer, P., Ghosh, A.

July 2010 (patent)

pf Fischer, P., Ghosh, A. Magnetic Nanostructured Propellers July 2010 (patent)

Semi-supervised Subspace Learning and Application to Human Functional Magnetic Brain Resonance Imaging Data

Shelton, J.

Biologische Kybernetik, Eberhard Karls Universität, Tübingen, Germany, July 2010 (diplomathesis)

ei Shelton, J. Semi-supervised Subspace Learning and Application to Human Functional Magnetic Brain Resonance Imaging Data Biologische Kybernetik, Eberhard Karls Universität, Tübingen, Germany, July 2010 (diplomathesis)

Quantitative Evaluation of MR-based Attenuation Correction for Positron Emission Tomography (PET)

Mantlik, F.

Biologische Kybernetik, Universität Mannheim, Germany, March 2010 (diplomathesis)

ei Mantlik, F. Quantitative Evaluation of MR-based Attenuation Correction for Positron Emission Tomography (PET) Biologische Kybernetik, Universität Mannheim, Germany, March 2010 (diplomathesis)

JMLR Workshop and Conference Proceedings: Volume 6

Guyon, I., Janzing, D., Schölkopf, B.

pages: 288, MIT Press, Cambridge, MA, USA, Causality: Objectives and Assessment (NIPS Workshop) , February 2010 (proceedings)

ei Guyon, I., Janzing, D., Schölkopf, B. JMLR Workshop and Conference Proceedings: Volume 6 pages: 288, MIT Press, Cambridge, MA, USA, Causality: Objectives and Assessment (NIPS Workshop) , February 2010 (proceedings)

From Motor Learning to Interaction Learning in Robots

Sigaud, O., Peters, J.

pages: 538, Studies in Computational Intelligence ; 264, (Editors: O Sigaud, J Peters), Springer, Berlin, Germany, January 2010 (book)

Abstract

From an engineering standpoint, the increasing complexity of robotic systems and the increasing demand for more autonomously learning robots, has become essential. This book is largely based on the successful workshop "From motor to interaction learning in robots" held at the IEEE/RSJ International Conference on Intelligent Robot Systems. The major aim of the book is to give students interested the topics described above a chance to get started faster and researchers a helpful compandium.

ei Sigaud, O., Peters, J. From Motor Learning to Interaction Learning in Robots pages: 538, Studies in Computational Intelligence ; 264, (Editors: O Sigaud, J Peters), Springer, Berlin, Germany, January 2010 (book)

Finding Gene-Gene Interactions using Support Vector Machines

Rakitsch, B.

Eberhard Karls Universität Tübingen, Germany, 2010 (diplomathesis)

ei Rakitsch, B. Finding Gene-Gene Interactions using Support Vector Machines Eberhard Karls Universität Tübingen, Germany, 2010 (diplomathesis)

Accurate Prediction of Protein-Coding Genes with Discriminative Learning Techniques

Schweikert, G.

Technische Universität Berlin, Germany, 2010 (phdthesis)

ei Schweikert, G. Accurate Prediction of Protein-Coding Genes with Discriminative Learning Techniques Technische Universität Berlin, Germany, 2010 (phdthesis)

Quantitative Positron Emission Tomography with a Combined PET/MR System

Hofmann, M.

University of Oxford, UK, 2010 (phdthesis)

ei Hofmann, M. Quantitative Positron Emission Tomography with a Combined PET/MR System University of Oxford, UK, 2010 (phdthesis)

Structural and Relational Data Mining for Systems Biology Applications

Georgii, E.

Eberhard Karls Universität Tübingen, Germany , 2010 (phdthesis)

ei Georgii, E. Structural and Relational Data Mining for Systems Biology Applications Eberhard Karls Universität Tübingen, Germany , 2010 (phdthesis)

Population Coding in the Visual System: Statistical Methods and Theory

Macke, J.

Eberhard Karls Universität Tübingen, Germany, 2010 (phdthesis)

ei Macke, J. Population Coding in the Visual System: Statistical Methods and Theory Eberhard Karls Universität Tübingen, Germany, 2010 (phdthesis)

Bayesian Methods for Neural Data Analysis

Gerwinn, S.

Eberhard Karls Universität Tübingen, Germany, 2010 (phdthesis)

ei Gerwinn, S. Bayesian Methods for Neural Data Analysis Eberhard Karls Universität Tübingen, Germany, 2010 (phdthesis)

Clustering with Neighborhood Graphs

Maier, M.

Universität des Saarlandes, Saarbrücken, Germany, 2010 (phdthesis)

ei Maier, M. Clustering with Neighborhood Graphs Universität des Saarlandes, Saarbrücken, Germany, 2010 (phdthesis)

Detecting the mincut in sparse random graphs

Köhler, R.

Eberhard Karls Universität Tübingen, Germany, 2010 (diplomathesis)

ei Köhler, R. Detecting the mincut in sparse random graphs Eberhard Karls Universität Tübingen, Germany, 2010 (diplomathesis)

A wider view on encoding and decoding in the visual brain-computer interface speller system

Martens, S.

Eberhard Karls Universität Tübingen, Germany, 2010 (phdthesis)

ei Martens, S. A wider view on encoding and decoding in the visual brain-computer interface speller system Eberhard Karls Universität Tübingen, Germany, 2010 (phdthesis)

“Method to couple light into resonators”

Peer, F. W. C. P.

2010 (patent)

pf Peer, F. W. C. P. “Method to couple light into resonators” 2010 (patent)

Magnetic Nanostructured Propellers

Peer, F. W. A. G.

2010 (patent)

pf Peer, F. W. A. G. Magnetic Nanostructured Propellers 2010 (patent)

Goal-Oriented Control of Self-Organizing Behavior in Autonomous Robots

Martius, G.

Georg-August-Universität Göttingen, 2010 (phdthesis)

al Martius, G. Goal-Oriented Control of Self-Organizing Behavior in Autonomous Robots Georg-August-Universität Göttingen, 2010 (phdthesis)

Selektives Schalten der Vortexkern-Polarisation in ferromagnetischen Nanostrukturen mittels rotierender Magnetfelder

Curcic, M.

Universität Stuttgart, Stuttgart, 2010 (phdthesis)

mms

mms Curcic, M. Selektives Schalten der Vortexkern-Polarisation in ferromagnetischen Nanostrukturen mittels rotierender Magnetfelder Universität Stuttgart, Stuttgart, 2010 (phdthesis)

Statics and dynamics of simple fluids on chemically patterned substrates

Dörfler, F.

Universität Stuttgart, Stuttgart, Germany, 2010 (phdthesis)

mms

mms Dörfler, F. Statics and dynamics of simple fluids on chemically patterned substrates Universität Stuttgart, Stuttgart, Germany, 2010 (phdthesis)

Elektronentheorie der dissipativen Magnetisierungsdynamik: Anisotrope und nichtlokale Effekte

Seib, J.

Universität Stuttgart, Stuttgart, 2010 (phdthesis)

mms

mms Seib, J. Elektronentheorie der dissipativen Magnetisierungsdynamik: Anisotrope und nichtlokale Effekte Universität Stuttgart, Stuttgart, 2010 (phdthesis)

Untersuchung der Abhängigkeit des "Exchange Bias"-Effektes von grenzflächennahen Bahnmomentverteilungen mit Hilfe der resonanten magnetischen Röntgenreflektometrie

Audehm, P.

Universität Stuttgart, Stuttgart, 2010 (mastersthesis)

mms

mms Audehm, P. Untersuchung der Abhängigkeit des "Exchange Bias"-Effektes von grenzflächennahen Bahnmomentverteilungen mit Hilfe der resonanten magnetischen Röntgenreflektometrie Universität Stuttgart, Stuttgart, 2010 (mastersthesis)

Entnetzung verspannter Filme

Reindl, A.

Universität Stuttgart, Stuttgart, 2010 (mastersthesis)

mms

mms Reindl, A. Entnetzung verspannter Filme Universität Stuttgart, Stuttgart, 2010 (mastersthesis)

Advanced ferromagnetic nanostructures

Goll, D.

Universität Stuttgart, Stuttgart, 2010 (phdthesis)

mms

mms Goll, D. Advanced ferromagnetic nanostructures Universität Stuttgart, Stuttgart, 2010 (phdthesis)

Wasserstoff in funktionellen Dünnschichtsystemen

Honert, J.

Universität Stuttgart, Stuttgart, 2010 (mastersthesis)

mms

mms Honert, J. Wasserstoff in funktionellen Dünnschichtsystemen Universität Stuttgart, Stuttgart, 2010 (mastersthesis)

Handbook of Hydrogen Storage

Hirscher, M.

pages: 353 p., Wiley-VCH, Weinheim, 2010 (book)

mms

mms Hirscher, M. Handbook of Hydrogen Storage pages: 353 p., Wiley-VCH, Weinheim, 2010 (book)

Bousquet, O., von Luxburg, U., Rätsch, G.

2004

Advanced Lectures on Machine Learning

ML Summer Schools 2003, LNAI 3176, pages: 240, Springer, Berlin, Germany, ML Summer Schools, September 2004 (proceedings)

Abstract

Machine Learning has become a key enabling technology for many engineering applications, investigating scientific questions and theoretical problems alike. To stimulate discussions and to disseminate new results, a summer school series was started in February 2002, the documentation of which is published as LNAI 2600. This book presents revised lectures of two subsequent summer schools held in 2003 in Canberra, Australia, and in T{\"u}bingen, Germany. The tutorial lectures included are devoted to statistical learning theory, unsupervised learning, Bayesian inference, and applications in pattern recognition; they provide in-depth overviews of exciting new developments and contain a large number of references. Graduate students, lecturers, researchers and professionals alike will find this book a useful resource in learning and teaching machine learning.

2004

ei Bousquet, O., von Luxburg, U., Rätsch, G. Advanced Lectures on Machine Learning ML Summer Schools 2003, LNAI 3176, pages: 240, Springer, Berlin, Germany, ML Summer Schools, September 2004 (proceedings)

Pattern Recognition: 26th DAGM Symposium, LNCS, Vol. 3175

Rasmussen, C., Bülthoff, H., Giese, M., Schölkopf, B.

Proceedings of the 26th Pattern Recognition Symposium (DAGM‘04), pages: 581, Springer, Berlin, Germany, 26th Pattern Recognition Symposium, August 2004 (proceedings)

ei Rasmussen, C., Bülthoff, H., Giese, M., Schölkopf, B. Pattern Recognition: 26th DAGM Symposium, LNCS, Vol. 3175 Proceedings of the 26th Pattern Recognition Symposium (DAGM‘04), pages: 581, Springer, Berlin, Germany, 26th Pattern Recognition Symposium, August 2004 (proceedings)

Kernel Methods in Computational Biology

Schölkopf, B., Tsuda, K., Vert, J.

pages: 410, Computational Molecular Biology, MIT Press, Cambridge, MA, USA, August 2004 (book)

Abstract

Modern machine learning techniques are proving to be extremely valuable for the analysis of data in computational biology problems. One branch of machine learning, kernel methods, lends itself particularly well to the difficult aspects of biological data, which include high dimensionality (as in microarray measurements), representation as discrete and structured data (as in DNA or amino acid sequences), and the need to combine heterogeneous sources of information. This book provides a detailed overview of current research in kernel methods and their applications to computational biology. Following three introductory chaptersan introduction to molecular and computational biology, a short review of kernel methods that focuses on intuitive concepts rather than technical details, and a detailed survey of recent applications of kernel methods in computational biologythe book is divided into three sections that reflect three general trends in current research. The first part presents different ideas for the design of kernel functions specifically adapted to various biological data; the second part covers different approaches to learning from heterogeneous data; and the third part offers examples of successful applications of support vector machine methods.

ei Schölkopf, B., Tsuda, K., Vert, J. Kernel Methods in Computational Biology pages: 410, Computational Molecular Biology, MIT Press, Cambridge, MA, USA, August 2004 (book)

Advances in Neural Information Processing Systems 16: Proceedings of the 2003 Conference

Thrun, S., Saul, L., Schölkopf, B.

Proceedings of the Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), pages: 1621, MIT Press, Cambridge, MA, USA, 17th Annual Conference on Neural Information Processing Systems (NIPS), June 2004 (proceedings)

Abstract

The annual Neural Information Processing (NIPS) conference is the flagship meeting on neural computation. It draws a diverse group of attendeesphysicists, neuroscientists, mathematicians, statisticians, and computer scientists. The presentations are interdisciplinary, with contributions in algorithms, learning theory, cognitive science, neuroscience, brain imaging, vision, speech and signal processing, reinforcement learning and control, emerging technologies, and applications. Only thirty percent of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. This volume contains all the papers presented at the 2003 conference.

ei Thrun, S., Saul, L., Schölkopf, B. Advances in Neural Information Processing Systems 16: Proceedings of the 2003 Conference Proceedings of the Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), pages: 1621, MIT Press, Cambridge, MA, USA, 17th Annual Conference on Neural Information Processing Systems (NIPS), June 2004 (proceedings)

Statistical Learning with Similarity and Dissimilarity Functions

von Luxburg, U.

pages: 1-166, Technische Universität Berlin, Germany, Technische Universität Berlin, Germany, 2004 (phdthesis)

PDF PostScript [BibTex]

ei von Luxburg, U. Statistical Learning with Similarity and Dissimilarity Functions pages: 1-166, Technische Universität Berlin, Germany, Technische Universität Berlin, Germany, 2004 (phdthesis)

PDF PostScript [BibTex]

Classification and Feature Extraction in Man and Machine

Graf, AAB.

Biologische Kybernetik, University of Tübingen, Germany, 2004, online publication (phdthesis)

ei Graf, AAB. Classification and Feature Extraction in Man and Machine Biologische Kybernetik, University of Tübingen, Germany, 2004, online publication (phdthesis)

Investigation of oxide layers in tunnel junctions

Amaladass, E. P.

University of Stuttgart, Stuttgart, 2004 (mastersthesis)

mms

mms Amaladass, E. P. Investigation of oxide layers in tunnel junctions University of Stuttgart, Stuttgart, 2004 (mastersthesis)

Untersuchung der Desorptionskinetik von Metallhydriden in Bezug auf technische Anwendungen

von Zeppelin, F.

Universität Stuttgart, Stuttgart, 2004 (phdthesis)

mms

mms von Zeppelin, F. Untersuchung der Desorptionskinetik von Metallhydriden in Bezug auf technische Anwendungen Universität Stuttgart, Stuttgart, 2004 (phdthesis)

Towards Tractable Parameter-Free Statistical Learning (Phd Thesis)

D’Souza, A

Department of Computer Science, University of Southern California, Los Angeles, 2004, clmc (phdthesis)

am D’Souza, A Towards Tractable Parameter-Free Statistical Learning (Phd Thesis) Department of Computer Science, University of Southern California, Los Angeles, 2004, clmc (phdthesis)