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

2011

Conference papers (63):

Wagenknecht G, Rota Kops E, Mantlik F, Fried E, Pilz T, Hautzel H, Tellmann L, Pichler BJ and Herzog H (October-2011) Attenuation correction in MR-BrainPET with segmented T1-weighted MR images of the patient's head: A comparative study with CT, IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC 2011), IEEE, Piscataway, NJ, USA, 2261-2266.
Ihme K and Zander TO (October-2011) What You Expect Is What You Get? Potential Use of Contingent Negative Variation for Passive BCI Systems in Gaze-Based HCI In: Affective Computing and Intelligent Interaction, , Fourth International Conference on Affective Computing and Intelligent Interaction (ACII 2011), Springer, Berlin, Germany, 447-456, Series: Lecture Notes in Computer Science ; 6975.
Loktyushin A and Harmeling S (September-2011) Automatic foreground-background refocusing, 18th IEEE International Conference on Image Processing (ICIP 2011), IEEE, Piscataway, NJ, USA, 3445-3448.
Joubert P, Nickell S, Beck F, Habeck M, Hirsch M and Schölkopf B (September-2011) Automatic particle picking using diffusion filtering and random forest classification, International Workshop on Microscopic Image Analysis with Application in Biology (MIAAB 2011), 1-6.
pdf
Balduzzi D (September-2011) Estimating integrated information with TMS pulses during wakefulness, sleep and under anesthesia, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC 2011), IEEE, Piscataway, NJ, USA, 4717-4720.
pdf
Burger HC and Harmeling S (September-2011) Improving Denoising Algorithms via a Multi-scale Meta-procedure In: Pattern Recognition, , 33rd DAGM Symposium, Springer, Berlin, Germany, 206-215, Series: Lecture Notes in Computer Science ; 6835.
Zander TO, Klippel DM and Scherer R (September-2011) Introducing the Detection of Auditory Error Responses Based on BCI Technology for Passive Interaction, 5th International Brain-Computer Interface Conference (BCI 2011), Verlag der Technischen Universität Graz, Graz, Austria, 252-255.
Kober J and Peters J (September-2011) Learning elementary movements jointly with a higher level task, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), IEEE, Piscataway, NJ, USA, 338-343.
pdf
Bocsi B, Nguyen-Tuong D, Csato L, Schölkopf B and Peters J (September-2011) Learning inverse kinematics with structured prediction, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), IEEE, Piscataway, NJ, USA, 698-703.
pdf
Boularias A, Kroemer O and Peters J (September-2011) Learning robot grasping from 3-D images with Markov Random Fields, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), IEEE, Piscataway, NJ, USA, 1548-1553.
pdf
Nguyen-Tuong D and Peters J (September-2011) Learning task-space tracking control with kernels, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), IEEE, Piscataway, NJ, USA, 704-709.
pdf
Grosse-Wentrup M (September-2011) Neurofeedback of Fronto-Parietal Gamma-Oscillations, 5th International Brain-Computer Interface Conference (BCI 2011), Verlag der Technischen Universität Graz, Graz, Austria, 172-175.
pdf
Kober J, Oztop E and Peters J (September-2011) Reinforcement Learning to adjust Robot Movements to New Situations In: Robotics: Science and Systems VI, , 2010 Robotics: Science and Systems Conference (RSS 2010), MIT Press, Cambridge, MA, USA, 33-40.
pdf
Saab J, Battes B and Grosse-Wentrup M (September-2011) Simultaneous EEG Recordings with Dry and Wet Electrodes in Motor-Imagery, 5th International Brain-Computer Interface Conference (BCI 2011), Verlag der Technischen Universität Graz, Graz, Austria, 312-315.
pdf
Langovoy M, Habeck M and Schölkopf B (August-2011) Adaptive nonparametric detection in cryo-electron microscopy, 58th World Statistics Congress of the International Statistical Institute (ISI 2011), 1-6.
pdf
Wang Z, Boularias A, Mülling K and Peters J (August-2011) Balancing Safety and Exploitability in Opponent Modeling, Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2011), AAAI Press, Menlo Park, CA, USA, 1515-1520.
pdf
Balduzzi D (August-2011) Detecting emergent processes in cellular automata with excess information In: Advances in Artificial Life: ECAL 2011, , Eleventh European Conference on the Synthesis and Simulation of Living Systems, MIT Press, Cambridge, MA, USA, 55-62.
pdf
Langovoy M, Habeck M and Schölkopf B (August-2011) Spatial statistics, image analysis and percolation theory, 2011 Joint Statistical Meetings (JSM), American Statistical Association, Alexandria, VA, USA, 1-11.
pdf
Achlioptas P, Schölkopf B and Borgwardt K (August-2011) Two-locus association mapping in subquadratic time, 17th ACM SIGKKD Conference on Knowledge Discovery and Data Mining (KDD 2011), ACM Press, New York, NY, USA, 726-734.
Jegelka S and Bilmes J (July-2011) Approximation Bounds for Inference using Cooperative Cut, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 577-584.
pdf
Li L, Rakitsch B and Borgwardt K (July-2011) ccSVM: correcting Support Vector Machines for confounding factors in biological data classification, 19th International Conference on Intelligent Systems for Molecular Biology (ISMB 2011), Bioinformatics, 27(13), i342-i348.
Janzing D, Sgouritsa E, Stegle O, Peters J and Schölkopf B (July-2011) Detecting low-complexity unobserved causes, 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), AUAI Press, Corvallis, OR, USA, 383-391.
pdf
Kam-Thong T, Pütz B, Karbalai N, Müller−Myhsok B and Borgwardt K (July-2011) Epistasis detection on quantitative phenotypes by exhaustive enumeration using GPUs, 19th International Conference on Intelligent Systems for Molecular Biology (ISMB 2011), Bioinformatics, 27(13), i214-i221.
Peters J, Mooij J, Janzing D and Schölkopf B (July-2011) Identifiability of causal graphs using functional models, 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), AUAI Press, Corvallis, OR, USA, 589-598.
pdf
Zhang K, Peters J, Janzing D and Schölkopf B (July-2011) Kernel-based Conditional Independence Test and Application in Causal Discovery, 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), AUAI Press, Corvallis, OR, USA, 804-813.
pdf
Dinuzzo F, Ong CS, Gehler PV and Pillonetto G (July-2011) Learning output kernels with block coordinate descent, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 49-56.
pdf
Balduzzi D (July-2011) On the information-theoretic structure of distributed measurements, 7th International Workshop on Developments of Computational Models (DCM 2011), Elsevier Science, Amsterdam, Netherlands, 1-15.
pdf
Jegelka S and Bilmes J (July-2011) Online submodular minimization for combinatorial structures, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 345-352.
pdfpdf
Kpotufe S and von Luxburg U (July-2011) Pruning nearest neighbor cluster trees, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 225-232.
pdf
Kober J, Oztop E and Peters J (July-2011) Reinforcement Learning to adjust Robot Movements to New Situations, Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI 2011), AAAI Press, Menlo Park, CA, USA, 2650-2655.
pdf
García-García D, von Luxburg U and Santos-Rodríguez R (July-2011) Risk-Based Generalizations of f-divergences, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 417-424.
pdf
Franc V, Zien A and Schölkopf B (July-2011) Support Vector Machines as Probabilistic Models, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 665-672.
pdf
Zscheischler J, Janzing D and Zhang K (July-2011) Testing whether linear equations are causal: A free probability theory approach, 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), AUAI Press, Corvallis, OR, USA, 839-847.
pdf
Gomez Rodriguez M, Grosse-Wentrup M, Hill J, Gharabaghi A, Schölkopf B and Peters J (July-2011) Towards Brain-Robot Interfaces in Stroke Rehabilitation, 12th International Conference on Rehabilitation Robotics (ICORR 2011), IEEE, Piscataway, NJ, USA, 1-6.
pdf
Gomez Rodriguez M, Balduzzi D and Schölkopf B (July-2011) Uncovering the Temporal Dynamics of Diffusion Networks, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 561-568.
pdf
Boularias A and Chaib-Draa B (June-2011) Bootstrapping Apprenticeship Learning In: Advances in Neural Information Processing Systems 23, , Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Curran, Red Hook, NY, USA, 289-297.
pdf
von Luxburg U, Radl A and Hein M (June-2011) Getting lost in space: Large sample analysis of the resistance distance In: Advances in Neural Information Processing Systems 23, , Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Curran, Red Hook, NY, USA, 2622-2630.
pdf
Chiappa S and Peters J (June-2011) Movement extraction by detecting dynamics switches and repetitions In: Advances in Neural Information Processing Systems 23, , Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Curran, Red Hook, NY, USA, 388-396.
pdf
Jegelka S and Bilmes J (June-2011) Multi-label cooperative cuts, CVPR 2011 Workshop on Inference in Graphical Models with Structured Potentials, 1-4.
pdf
Mooij JM, Stegle O, Janzing D, Zhang K and Schölkopf B (June-2011) Probabilistic latent variable models for distinguishing between cause and effect In: Advances in Neural Information Processing Systems 23, , Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Curran, Red Hook, NY, USA, 1687-1695.
pdf
Harmeling S, Hirsch M and Schölkopf B (June-2011) Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake In: Advances in Neural Information Processing Systems 23, , Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Curran, Red Hook, NY, USA, 829-837.
pdf
Jegelka S and Bilmes J (June-2011) Submodularity beyond submodular energies: coupling edges in graph cuts, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2011), IEEE, Piscataway, NJ, USA, 1897-1904.
pdf
Alvarez MA, Peters J, Schölkopf B and Lawrence ND (June-2011) Switched Latent Force Models for Movement Segmentation In: Advances in neural information processing systems 23, , Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Curran, Red Hook, NY, USA, 55-63.
pdf
Kroemer O and Peters J (May-2011) A Flexible Hybrid Framework for Modeling Complex Manipulation Tasks, IEEE International Conference on Robotics and Automation (ICRA 2011), IEEE, Piscataway, NJ, USA, 1856-1861.
pdf
Cherian A, Sra S and Papanikolopoulos N (May-2011) Denoising sparse noise via online dictionary learning, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), IEEE, Piscataway, NJ, USA, 2060-2063.
Besserve M, Janzing D, Logothetis NK and Schölkopf B (May-2011) Finding dependencies between frequencies with the kernel cross-spectral density, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), IEEE, Piscataway, NJ, USA, 2080-2083.
Grosse-Wentrup M (May-2011) Fronto-Parietal Gamma-Oscillations are a Cause of Performance Variation in Brain-Computer Interfacing, 5th International IEEE/EMBS Conference on Neural Engineering (NER 2011), IEEE, Piscataway, NJ, USA, 384-387.
pdf
Lampariello R, Nguyen-Tuong D, Castellini C, Hirzinger G and Peters J (May-2011) Trajectory Planning for Optimal Robot Catching in Real-Time, IEEE International Conference on Robotics and Automation (ICRA 2011), IEEE, Piscataway, NJ, USA, 3719-3726.
pdf
Kroemer O and Peters J (April-2011) Active Exploration for Robot Parameter Selection in Episodic Reinforcement Learning, IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL 2011), IEEE, Piscataway, NJ, USA, 25-31.
pdf
Seeger M and Nickisch H (April-2011) Fast Convergent Algorithms for Expectation Propagation Approximate Bayesian Inference, 14th International Conference on Artificial Intelligence and Statistics (AISTATS 2011), International Machine Learning Society, Madison, WI, USA, 652-660, Series: JMLR Workshop and Conference Proceedings ; 15.
pdf
Page:  
1, 2, 3, 4, 5, 6, ... , 26

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