ei
Harmeling, S., Hirsch, M., Sra, S., Schölkopf, B., Schuler, C.
Method and device for recovering a digital image from a sequence of observed digital images
European Patent, No. 11767924.1, November 2015 (patent)
ps
Gall, J., Gehler, P., Leibe, B.
Proceedings of the 37th German Conference on Pattern Recognition
Springer, German Conference on Pattern Recognition, October 2015 (proceedings)
ei
Besserve, M.
Causal Inference for Empirical Time Series Based on the Postulate of Independence of Cause and Mechanism
53rd Annual Allerton Conference on Communication, Control, and Computing, September 2015 (talk)
pi
Sitti, M., Murphy, M., Aksak, B.
Methods of forming dry adhesive structures
September 2015, US Patent 9,120,953 (patent)
pi
Sitti, M., Washburn, N. R., Glass, P. S., Chung, H.
Micro-fiber arrays with tip coating and transfer method for preparing same
July 2015, US Patent 9,079,215 (patent)
ei
Besserve, M.
Independence of cause and mechanism in brain networks
DALI workshop on Networks: Processes and Causality, April 2015 (talk)
pi
Sitti, M., Murphy, M., Aksak, B.
Dry adhesives and methods for making dry adhesives
March 2015, US Patent App. 14/625,162 (patent)
ei
Chaves, R., Majenz, C., Luft, L., Maciel, T., Janzing, D., Schölkopf, B., Gross, D.
Information-Theoretic Implications of Classical and Quantum Causal Structures
18th Conference on Quantum Information Processing (QIP), 2015 (talk)
ei
Foreman-Mackey, D., Hogg, D. W., Schölkopf, B.
The search for single exoplanet transits in the Kepler light curves
IAU General Assembly, 22, pages: 2258352, 2015 (talk)
pf
Qiu, T., Fischer, P.
Ultrasonic actuator device and applications thereof
December 2014 (patent)
pf
Melde, K., Fischer, P.
Method and apparatus for fabricating a component
December 2014 (patent)
ps
Nowozin, S., Gehler, P. V., Jancsary, J., Lampert, C. H.
Advanced Structured Prediction
Advanced Structured Prediction, pages: 432, Neural Information Processing Series, MIT Press, November 2014 (book)
pf
Fischer, P., Mark, A.
Convertor
May 2014 (patent)
ei
Schuler, C., Hirsch, M., Harmeling, S., Schölkopf, B.
Method and device for blind correction of optical aberrations in a digital image
International Patent Application, No. PCT/EP2012/068868, April 2014 (patent)
ei
Kober, J., Peters, J.
Learning Motor Skills: From Algorithms to Robot Experiments
97, pages: 191, Springer Tracts in Advanced Robotics, Springer, 2014 (book)
ei
Besserve, M., Schölkopf, B., Logothetis, N. K.
Unsupervised identification of neural events in local field potentials
44th Annual Meeting of the Society for Neuroscience (Neuroscience), 2014 (talk)
ei
Besserve, M.
Quantifying statistical dependency
Research Network on Learning Systems Summer School, 2014 (talk)
ei
Janzing, D.
Causal Inference from Passive Observations
24th Summer School University of Jyväskylā, Finland, August, 2014 (talk)
ei
Gretton, A., Borgwardt, K., Rasch, M., Schölkopf, B., Smola, A.
A Kernel Method for the Two-Sample-Problem
20th Annual Conference on Neural Information Processing Systems (NIPS), December 2006 (talk)
ei
Schweikert, G., Zeller, G., Zien, A., Ong, C., de Bona, F., Sonnenburg, S., Phillips, P., Rätsch, G.
Ab-initio gene finding using machine learning
NIPS Workshop on New Problems and Methods in Computational Biology, December 2006 (talk)
ei
Saigo, H., Kadowaki, T., Kudo, T., Tsuda, K.
Graph boosting for molecular QSAR analysis
NIPS Workshop on New Problems and Methods in Computational Biology, December 2006 (talk)
ei
Sun, X., Janzing, D., Schölkopf, B.
Inferring Causal Directions by Evaluating the Complexity of Conditional Distributions
NIPS Workshop on Causality and Feature Selection, December 2006 (talk)
ei
Farquhar, J., Hill, J., Schölkopf, B.
Learning Optimal EEG Features Across Time, Frequency and Space
NIPS Workshop on Current Trends in Brain-Computer Interfacing, December 2006 (talk)
ei
Zien, A.
Semi-Supervised Learning
Advanced Methods in Sequence Analysis Lectures, November 2006 (talk)
ei
Hofmann, M., Steinke, F., Judenhofer, M., Claussen, C., Schölkopf, B., Pichler, B.
A Machine Learning Approach for Determining the PET Attenuation Map from Magnetic Resonance Images
IEEE Medical Imaging Conference, November 2006 (talk)
ei
Zien, A.
Semi-Supervised Support Vector Machines and Application to Spam Filtering
ECML Discovery Challenge Workshop, September 2006 (talk)
ei
Chapelle, O., Schölkopf, B., Zien, A.
Semi-Supervised Learning
pages: 508, Adaptive computation and machine learning, MIT Press, Cambridge, MA, USA, September 2006 (book)
ei
Habeck, M.
Inferential Structure Determination: Probabilistic determination and validation of NMR structures
Gordon Research Conference on Computational Aspects of Biomolecular
NMR, September 2006 (talk)
ei
Schweikert, G., Zeller, G., Clark, R., Ossowski, S., Warthmann, N., Shinn, P., Frazer, K., Ecker, J., Huson, D., Weigel, D., Schölkopf, B., Rätsch, G.
Machine Learning Algorithms for Polymorphism Detection
2nd ISCB Student Council Symposium, August 2006 (talk)
ei
Habeck, M.
Inferential structure determination: Overview and new developments
Sixth CCPN Annual Conference: Efficient and Rapid Structure Determination by NMR, July 2006 (talk)
ei
Hofmann, M., Schölkopf, B., Steinke, F., Pichler, B.
MR/PET Attenuation Correction
Max-Planck-Gesellschaft, Biologische Kybernetik, July 2006 (patent)
ei
Rasmussen, C., Görür, D.
MCMC inference in (Conditionally) Conjugate Dirichlet Process Gaussian Mixture Models
ICML Workshop on Learning with Nonparametric Bayesian Methods, June 2006 (talk)
ei
Görür, D., Rasmussen, C.
Sampling for non-conjugate infinite latent feature models
(Editors: Bernardo, J. M.), 8th Valencia International Meeting on Bayesian Statistics (ISBA), June 2006 (talk)
ei
Weiss, Y., Schölkopf, B., Platt, J.
Advances in Neural Information Processing Systems 18: Proceedings of the 2005 Conference
Proceedings of the 19th Annual Conference on Neural Information Processing Systems (NIPS 2005), pages: 1676, MIT Press, Cambridge, MA, USA, 19th Annual Conference on Neural Information Processing Systems (NIPS), May 2006 (proceedings)
ei
Clark, R., Ossowski, S., Schweikert, G., Rätsch, G., Shinn, P., Zeller, G., Warthmann, N., Fu, G., Hinds, D., Chen, H., Frazer, K., Huson, D., Schölkopf, B., Nordborg, M., Ecker, J., Weigel, D.
An Inventory of Sequence Polymorphisms For Arabidopsis
17th International Conference on Arabidopsis Research, April 2006 (talk)
ei
Rasmussen, CE., Williams, CKI.
Gaussian Processes for Machine Learning
pages: 248, Adaptive Computation and Machine Learning, MIT Press, Cambridge, MA, USA, January 2006 (book)
ei
Quinonero Candela, J., Dagan, I., Magnini, B., Lauria, F.
Machine Learning Challenges: evaluating predictive uncertainty, visual object classification and recognising textual entailment
Proceedings of the First Pascal Machine Learning Challenges Workshop on Machine Learning Challenges, Evaluating Predictive Uncertainty, Visual Object Classification and Recognizing Textual Entailment (MLCW 2005), pages: 462, Lecture Notes in Computer Science, Springer, Heidelberg, Germany, First Pascal Machine Learning Challenges Workshop (MLCW), 2006 (proceedings)
ei
Schölkopf, B., Warmuth, M.
Learning Theory and Kernel Machines: 16th Annual Conference on Learning Theory and 7th Kernel Workshop (COLT/Kernel 2003), LNCS Vol. 2777
Proceedings of the 16th Annual Conference on Learning Theory and 7th Kernel Workshop (COLT/Kernel 2003), COLT/Kernel 2003, pages: 746, Springer, Berlin, Germany, 16th Annual Conference on Learning Theory and 7th Kernel Workshop, November 2003, Lecture Notes in Computer Science ; 2777 (proceedings)
ei
Bousquet, O.
Statistical Learning Theory
Machine Learning Summer School, August 2003 (talk)
ei
Bousquet, O.
Remarks on Statistical Learning Theory
Machine Learning Summer School, August 2003 (talk)
ei
Bousquet, O.
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)
ei
Bousquet, O.
Concentration Inequalities and Data-Dependent Error Bounds
Uni. Jena, February 2003 (talk)
ei
Franz, MO.
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)
mms
Kronmüller, H., Fähnle, M.
Magnetism and the Microstructure of Ferromagnetic Solids
pages: 432 p., 1st ed., Cambridge University Press, Cambridge, 2003 (book)