Publications of B Schölkopf

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)

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)

Spieler, A.; Rahaman, N.; Martius, G.; Schölkopf, B.; Levina, A.: The Expressive Leaky Memory (ELM) neuron: a biologically inspired, computationally expressive, and efficient model of a cortical neuron. Bernstein Conference 2023, Berlin, Germany (2023)

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)

Loktyushin, A.; Ehses, P.; Schölkopf, B.; Scheffler, K.: Estimating B0 inhomogeneities with projection FID navigator readouts. 25th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2017), Honolulu, HI, USA (2017)

Zivkovic, I.; Tolstikhin, I.; Schölkopf, B.; Scheffler, K.: B0 shimming in a small volume at 9.4T: irregular coil geometry setup vs. loop coil setup. 25th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2017), Honolulu, HI, USA (2017)

Loktyushin, A.; Ehses, P.; Schölkopf, B.; Scheffler, K.: Autofocusing-based correction of B0 fluctuation-induced ghosting. 24th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2016), Singapore (2016)