Director of the Department

Prof. Dr. Bernhard Schölkopf
Prof. Dr. Bernhard Schölkopf
bernhard.schoelkopf[at]tuebingen.mpg.de


Secretary: Sabrina Rehbaum
Phone: +49 7071 601-551
Fax: +49 7071 601-552
sabrina.rehbaum[at]tuebingen.mpg.de
 

More about the Department

Scientific Awards

Since the foundation of our department in 2002, we have received the following awards.

 

Publication List Department Schölkopf

Search:   
Preferences: 
References per page: Year: Medium:

  
Show abstracts

2010

Technical reports (9):

Tandon R and Sra S: Sparse nonnegative matrix approximation: new formulations and algorithms, 193, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (September-2010).
pdf
Jegelka S and Bilmes J: Cooperative Cuts for Image Segmentation, UWEETR-1020-0003, University of Washington, DC, USA, (August-2010).
Barbero Jimenez A and Sra S: Fast algorithms for total-variation based optimization, 194, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (August-2010).
pdf
Seeger M and Nickisch H: Large Scale Variational Inference and Experimental Design for Sparse Generalized Linear Models, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (August-2010).
Nickisch H and Rasmussen CE: Gaussian Mixture Modeling with Gaussian Process Latent Variable Models, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (June-2010).
Sra S: Generalized Proximity and Projection with Norms and Mixed-norms, 192, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (May-2010).
pdf
Jegelka S and Bilmes J: Cooperative Cuts: Graph Cuts with Submodular Edge Weights, 189, Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, (March-2010).
pdf

Posters (20):

Shelton JA, Blaschko MB, Gretton A, Müller J, Fischer E and Bartels A (December-11-2010): Similarities in resting state and feature-driven activity: Non-parametric evaluation of human fMRI, NIPS 2010 Workshop on Learning and Planning from Batch Time Series Data, Whistler, BC, Canada.
pdf
Shelton JA, Blaschko MB and Bartels A (December-7-2010): Augmentation of fMRI Data Analysis using Resting State Activity and Semi-supervised Canonical Correlation Analysis, NIPS 2010 Women in Machine Learning Workshop (WiML 2010), Whistler, BC, Canada.
pdf
Kolb A, Hofmann M, Sauter A, Liu CC, Schölkopf B and Pichler BJ (November-6-2010): PET/MRI: Observation of Non-Isotropic Positron Distribution in High Magnetic Fields and Its Diagnostic Impact, Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC 2010), Knoxville, TN, USA.
Bezrukov I, Hofmann M, Aschoff P, Beyer T, Mantlik F, Pichler BJ and Schölkopf B (November-5-2010): Attenuation Correction for Whole Body PET/MR: Quantitative Evaluation and Lung Attenuation Estimation with Consistency Information, Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC 2010), Knoxville, TN, USA.
Besserve M, Murayama Y, Schölkopf B, Logothetis NK and Panzeri S (November-2010): High frequency phase-spike synchronization of extracellular signals modulates causal interactions in monkey primary visual cortex, 40th Annual Meeting of the Society for Neuroscience (Neuroscience 2010), San Diego, CA, USA.
Kolb A, Hofmann M, Sauter A, Liu C-C, Eriksson LA and Pichler BJ (November-2010): Inhomogeneous Positron Range Effects in High Magnetic Fields might Cause Severe Artefacts in PET/MRI, 2010 World Molecular Imaging Congress (WMIC 2010), Kyoto, Japan, Molecular Imaging and Biology, 12(Supplement 2) S1281.
Kroemer O, Detry R, Piater J and Peters J (October-2010): Generalizing Demonstrated Actions in Manipulation Tasks, IROS 2010 Workshop on Grasp Planning and Task Learning by Imitation, Taipei, Taiwan.
pdf
Hooge J (October-2010): Probabilistic Assignment of Chemical Shift Data for Semi-Automatic Amino Acid Recognition, 11th Conference of Junior Neuroscientists of Tübingen (NeNa 2010), Heiligkreuztal, Germany.
Erkan AN and Altun Y (July-8-2010): A Maximum Entropy Approach to Semi-supervised Learning, 30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010), Chamonix, France.
pdf
Drewe P, Stegle O, Bohnert R, Borgwardt KM and Rätsch G (July-2010): Detecting differential RNA-transcript expression, 18th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB 2010), Boston, MA, USA, F1000Posters, 2010(1) 269.
Lippert C, Stegle O, Nickisch H, Borgwardt K and Weigel D (July-2010): Experimental design for genome-wide association studies, 18th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB 2010), Boston, MA, USA, F1000Posters, 2010(1) 324.
Grosse-Wentrup M, Hill J and Schölkopf B (June-2010): Causal Influence of Gamma Oscillations on Performance in Brain-Computer Interfaces, 4th International BCI Meeting, Asilomar, CA, USA.
Stegle O, Drewe P, Bohnert R, Borgwardt K and Rätsch G (June-2010): Detecting Differential Transcript Expression from RNA-SEQ Experiments, 3rd Berlin Summer Meeting: Computational & Experimental Molecular Biology Meet, Berlin, Germany.
Alamgir M, Grosse-Wentrup M and Altun Y (June-2010): Multi-task Learning for Zero Training Brain-Computer Interfaces, 4th International BCI Meeting, Asilomar, CA, USA.
Sra S (June-2010): Solving large-scale nonnegative least-squares, 16th Conference of the International Linear Algebra Society (ILAS 2010), Pisa, Italy.
pdf
Mantlik F, Hofmann M, Kupferschläger J, Werner MK, Pichler BJ and Beyer T (June-2010): The effect of positioning aids on PET quantification following MR-based attenuation correction (AC) in PET/MR imaging, Annual Meeting of the Society of Nuclear Medicine (SNM 2010), Salt Lake City, UT, USA, Journal of Nuclear Medicine, 51(Supplement 2) 1418.
Sra S, Kim D and Dhillon I (April-2010): Solving large-scale nonnegative least squares using an adaptive non-monotonic method, 24th European Conference on Operational Research (EURO XXIV), Lisboa, Portugal.
Kim D, Sra S and Dhillon I (April-2010): Sparse regression via a trust-region proximal method, 24th European Conference on Operational Research (EURO XXIV), Lisboa, Portugal.
Biessmann F, Meinecke F, Bhattacharyya A, Veit J, Kretz R, Müller K-R and Rainer G (February-2010): Comparison of V1 receptive fields mapped with spikes and local field potentials, Computational and Systems Neuroscience Meeting (COSYNE 2010), Salt Lake City, UT, USA, Frontiers in Neuroscience, Conference Abstract: Computational and Systems Neuroscience 2010.
Kolb A, Hofmann M, Sossi V, Wehrl HF, Sauter A, Schmid A, Judenhofer MS, Schlemmer H-PW, Claussen C and Pichler BJ (February-2010): Initial Data from a first PET/MRI-System and its Applications in Clinical Studies Using MRI Based Attenuation Correction, 2009 World Molecular Imaging Congress (WMIC), Montréal, Canada, Molecular Imaging and Biology, 12(Supplement 1) S177.

Theses (1):

Shelton J: Semi-supervised Subspace Learning and Application to Human Functional Magnetic Brain Resonance Imaging Data, Eberhard Karls Universität, Tübingen, Germany, (July-2010). Diplom thesis
pdf

Talks (19):

Harmeling S (December-11-2010) Invited Lecture: Efficient space-variant blind deconvolution, NIPS 2010 Workshop on Numerical Mathematics Challenges in Machine Learning (NUMML 2010), Whistler, BC, Canada.
Mantlik F, Hofmann M, Bezrukov I, Kolb A, Beyer T, Reimold M, Pichler BJ and Schölkopf B (November-4-2010) Abstract Talk: Comparative Quantitative Evaluation of MR-Based Attenuation Correction Methods in Combined Brain PET/MR, Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC 2010), Knoxville, TN, USA(M08-4).
Biessmann F, Meinecke FC, Murayama Y, Logothetis NK and Müller KR (October-2010) Abstract Talk: Comparison of Mass-Univariate, Unimodal and Multivariate Multimodal Analysis Methods for Neurovascular Coupling Analysis, Bernstein Conference on Computational Neuroscience 2010, Berlin, Germany, Frontiers in Computational Neuroscience, 2010(Conference Abstract: Bernstein Conference on Computational Neuroscience).
Peters J, Kober J, Mülling K, Krömer O, Nguyen-Tuong D, Wang Z, Rodriguez Gomez M and Grosse-Wentrup M (October-2010) Abstract Talk: Learning as a key ability for Human-Friendly Robots, 3rd Workshop for Young Researchers on Human-Friendly Robotics (HFR 2010), Tübingen, Germany 1-2.
Peters J, Mülling K and Altun Y (July-8-2010) Abstract Talk: Reinforcement Learning by Relative Entropy Policy Search, 30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010), Chamonix, France 69.
Jegelka S and Bilmes J (July-2010) Abstract Talk: Cooperative Cuts: Graph Cuts with Submodular Edge Weights, 24th European Conference on Operational Research (EURO XXIV), Lisboa, Portugal 171.
Müller K-R (June-4-2010) Invited Lecture: Machine learning for neurotechnology, Brain Connectivity Workshop (BCW 2010), Berlin, Germany.
Wichmann F (June-4-2010) Invited Lecture: Machine learning in psychophysical research, Brain Connectivity Workshop (BCW 2010), Berlin, Germany.
Gomez Rodriguez M, Grosse-Wentrup M, Hill J, Peters J, Schölkopf B and Gharabaghi A (June-2010) Abstract Talk: BCI and robotics framework for stroke rehabilitation, 4th International BCI Meeting, Asilomar, CA, USA.
pdf
Sra S (June-2010) Invited Lecture: Solving Large-Scale Nonnegative Least Squares, 16th Conference of the International Linear Algebra Society (ILAS 2010), Pisa, Italy.
pdfpdf
Sra S (May-5-2010) Invited Lecture: Matrix Approximation Problems, Rheinisch-Westfälische Technische Hochschule Aachen: EU Regional School 2010, Aachen, Germany.
pdf
Peters J (April-20-2010) Invited Lecture: Motor Skills Learning for Robotics, Universität Stuttgart: Institute for Systems Theory and Automatic Control, Stuttgart, Germany.
Hill NJ (March-30-2010) Invited Lecture: Machine-Learning Methods for Decoding Intentional Brain States, 17th International Conference on Biomagnetism (Biomag 2010), Dubrovnik, Croatia.
pdf
Schölkopf B (March-15-2010) Invited Lecture: Learning and inference with positive definite kernels, 34th Annual South African Symposium on Numerical and Applied Mathematics (SANUM 2010), Stellenbosch, South Africa 6.
Seldin Y (March-2010) Invited Lecture: PAC-Bayesian Analysis in Unsupervised Learning, Workshop "Foundations and New Trends of PAC Bayesian Learning", London, UK.
pdf
Grosse-Wentrup M (February-21-2010) Invited Lecture: Causal Bayesian Networks in Neuroimaging, Symposium "Neural Encoding of Perception and Action", Tübingen, Germany.
Peters J (February-21-2010) Invited Lecture: Skill Learning for Robotics, Symposium "Neural Encoding of Perception and Action", Tübingen, Germany.
Haefner R, Gerwinn S, Macke J and Bethge M (February-2010) Abstract Talk: Implications of correlated neuronal noise in decision making circuits for physiology and behavior, Computational and Systems Neuroscience Meeting (COSYNE 2010), Salt Lake City, UT, USA, Frontiers in Neuroscience, Conference Abstract: Computational and Systems Neuroscience 2010.
Kober J and Peters J (January-15-2010) Invited Lecture: Learning Motor Primitives for Robotics, EVENT Lab: Reinforcement Learning in Robotics and Virtual Reality, Barcelona, Spain.

2009

Articles (35):

Hachiya H, Akiyama T, Sugiyama M and Peters J (December-2009) Adaptive Importance Sampling for Value Function Approximation in Off-policy Reinforcement Learning Neural Networks 22(10) 1399-1410.
pdf
Lampert CH, Blaschko MB and Hofmann T (December-2009) Efficient Subwindow Search: A Branch and Bound Framework for Object Localization IEEE Transactions on Pattern Analysis and Machine Intelligence 31(12) 2129-2142.
pdf
Habeck M (December-2009) Generation of three-dimensional random rotations in fitting and matching problems Computational Statistics 24(4) 719-731.
Page:  
1, ... , 6, 7, 8, 9, 10, ... , 26

Export as:
BibTeX, XML, Pubman, Edoc, RTF
Last updated: Wednesday, 07.12.2011