Publications of B Schölkopf

Martens, S.; Hill, J.; Farquhar, J.; Schölkopf, B.: Impact of target-to-target interval on classification performance in the P300 speller. Conference Applied Neuroscience for Healthy Brain Function 2007, Nijmegen, Netherlands (2007)

Schölkopf, B.; Smola, A.: Learning with Kernels. Machine Learning Summer School (MLSS 2007), Tübingen, Germany (2007)

Schölkopf, B.: Thoughts on Kernels. 17th Annual International Conference on Inductive Logic Programming (ILP 2007), Corvallis, OR, USA (2007)

Farquhar, J.; Hill, J.; Schölkopf, B.: Learning Optimal EEG Features Across Time, Frequency and Space. NIPS 2006 Workshop on Current Trends in Brain-Computer Interfacing, Whistler, BC, Canada (2006)

Sun, X.; Janzing, D.; Schölkopf, B.: Inferring Causal Directions by Evaluating the Complexity of Conditional Distributions. NIPS 2006 Workshop on Causality and Feature Selection (CWS 2006), Whistler, BC, Canada (2006)

Schölkopf, B.: Kernel Machines for Computer Graphics. 18th International Conference on Pattern Recognition (ICPR 2006), Hongkong, China (2006)

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, Madison, Wisc., USA (2006)

Schölkopf, B.: Learning with Kernels. Machine Learning Summer School (MLSS 2006), Canberra, Australia (2006)

Rätsch, G.; Sonnenburg, S.; Ong, C.; Schölkopf, B.: Accurate prediction of alternative splicing events. NIPS Workshop on Computational Biology and the Analysis of Heterogeneous Data (MLCB 2005), Whistler, BC, Canada (2005)

Zhou, D.; Huang, J.; Schölkopf, B.: Beyond pairwise classification and clustering using hypergraphs. NIPS Workshop on Computational Biology and the Analysis of Heterogeneous Data (MLCB 2005), Whistler, BC, Canada (2005)

Wu, M.; Schölkopf, B.; BakIr, G.: Building Sparse Large Margin Classifiers. The 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany (2005)

Schölkopf, B.: Kernel methods and dimensionality reduction. Designing Tomorrow' s Category-Level 3D Object Recognition Systems: An International Workshop, Taormina, Italy (2003)

Schölkopf, B.: Introduction to kernel methods. Workshop "Kernel Methods in Computational Biology" 2003, Berlin, Germany (2003)

Bousquet, O.; Schölkopf, B.: Statistical Learning Theory. Interdisziplinäres Kolleg Günne 2003: Applications, Brains and Computers, Günne, Germany (2003)

Schölkopf, B.: Learning with Kernels. 13th European Conference on Machine Learning and the 6th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2002), Helsinki, Finland (2002)

Glang, F.; Loktyushin, A.; Herz, K.; Dang, H.; Deshmane, A.; Weinmüller, S.; Doerfler, A.; Maier, A.; Schölkopf, B.; Scheffler, K. et al.; Zaiss, M.: Advances in MRzero: supervised learning of parallel imaging sequences including joint non-Cartesian trajectory and flip angle optimization. 2021 ISMRM & SMRT Annual Meeting & Exhibition (ISMRM 2021) (2021)

Loktyushin, A.; Herz, K.; Dang, N.; Glang, F.; Deshmane, A.; Weinmüller, F.; Doerfler, A.; Schölkopf, B.; Scheffler, K.; Zaiss, M.: MRzero: Automated invention of MRI sequences using supervised learning. 2021 ISMRM & SMRT Annual Meeting & Exhibition (ISMRM 2021) (2021)

Weinmüller, S.; Dang, H.; Loktyushin, A.; Glang, F.; Doerfler, A.; Maier, A.; Schölkopf, B.; Scheffler, K.; Zaiss, M.: MRzero sequence generation using analytic signal equations as forward model and neural network reconstruction for efficient auto-encoding. 2021 ISMRM & SMRT Annual Meeting & Exhibition (ISMRM 2021) (2021)

Bruijns, S.; Meding, K.; Schölkopf, B.; Wichman, F.: Phenomenal Causality and Sensory Realism. 42nd European Conference on Visual Perception (ECVP 2019), Leuven, Belgium (2019)

Gresele, L.; Scheffler, K.; Schölkopf, B.; Lohmann, G.: Model based fMRI denoising. 25th Annual Meeting of the Organization for Human Brain Mapping (OHBM 2019), Roma, Italy (2019)