Publications of B Schölkopf

Loktyushin, A.; Herz, K.; Dang, N.; Glang, F.; Deshmane, A.; Weinmüller, S.; Doerfler, A.; Schölkopf, B.; Scheffler, K.; Zaiss, M.: MRzero: Automated discovery of MRI sequences using supervised learning. Magnetic Resonance in Medicine 86 (2), pp. 709 - 724 (2021)

Meding, K.; Bruijns, S.; Schölkopf, B.; Berens, P.; Wichmann, F.: Phenomenal Causality and Sensory Realism. i-Perception 11 (3), pp. 1 - 16 (2020)

Aghaeifar, A.; Zhou, J.; Heule, R.; Tabibian, B.; Schölkopf, B.; Jia, F.; Zaitsev, M.; Scheffler, K.: A 32‐channel multi‐coil setup optimized for human brain shimming at 9.4T. Magnetic Resonance in Medicine 83 (2), pp. 749 - 764 (2020)

Scheffler, K.; Loktyushin, A.; Bause, J.; Aghaeifar, A.; Steffen, T.; Schölkopf, B.: Spread‐spectrum magnetic resonance imaging. Magnetic Resonance in Medicine 82 (3), pp. 877 - 885 (2019)

Gresele, L.; Rubenstein, P.; Mehrjou, A.; Locatello, F.; Schölkopf, B.: The Incomplete Rosetta Stone Problem: Identifiability Results for Multi-View Nonlinear ICA. (submitted)

Loktyushin, A.; Ehses, P.; Schölkopf, B.; Scheffler, K.: Autofocusing-based phase correction. Magnetic Resonance in Medicine 80 (3), pp. 958 - 968 (2018)

Fomina, T.; Lohmann, G.; Erb, M.; Ethofer, T.; Schölkopf, B.; Grosse-Wentrup, M.: Self-regulation of brain rhythms in the precuneus: a novel BCI paradigm for patients with ALS. Journal of Neural Engineering 13 (6), 066021 (2016)

Besserve, M.; Lowe, S.; Logothetis, N.; Schölkopf, B.; Panzeri, S.: Shifts of Gamma Phase across Primary Visual Cortical Sites Reflect Dynamic Stimulus-Modulated Information Transfer. PLoS Biology 13 (9), pp. 1 - 29 (2015)

Loktyushin, A.; Nickisch, H.; Pohmann, R.; Schölkopf, B.: Blind multirigid retrospective motion correction of MR images. Magnetic Resonance in Medicine 73 (4), pp. 1457 - 1468 (2015)

Küffner, R.; Zach, N.; Norel, R.; Hawe, J.; Schoenfeld, D.; Wang, L.; Li, G.; Fang, L.; Mackey, L.; Hardiman, O. et al.; Cudkowicz, M.; Sherman, A.; Ertaylan, G.; Grosse-Wentrup, M.; Hothorn, T.; van Ligtenberg, J.; Macke, J.; Meyer, T.; Schölkopf, B.; Tran, L.; Vaughan, R.; Stolovitzky, G.; Leitner, M.: Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression. Nature Biotechnology 33 (1), pp. 51 - 57 (2015)

Mülling, K.; Boularias, A.; Mohler, B. J.; Schölkopf, B.; Peters, J.: Learning Strategies in Table Tennis using Inverse Reinforcement Learning. Biological Cybernetics 108 (5), pp. 603 - 619 (2014)

Loktyuschin, A.; Nickisch, H.; Pohmann, R.; Schölkopf, B.: Blind Retrospective Motion Correction of MR Images. Magnetic Resonance in Medicine 70 (6), pp. 1608 - 1618 (2013)

Soekadar, S.; Born, J.; Birbaumer, N.; Bensch, M.; Halder, S.; Murguialday, A.; Gharabaghi, A.; Nijboer, F.; Schölkopf, B.; Martens, S.: Fragmentation of slow wave sleep after onset of complete locked-in state. Journal of Clinical Sleep Medicine 9 (9), pp. 951 - 953 (2013)

Grosse-Wentrup, M.; Schölkopf, B.: High gamma-power predicts performance in sensorimotor-rhythm brain-computer interfaces. Journal of Neural Engineering 9 (4), pp. 1 - 8 (2012)

Janzing, D.; Mooij, J.; Zhang, K.; Lemeire, J.; Zscheischler, J.; Daniušis, P.; Steudel, B.; Schölkopf, B.: Information-geometric approach to inferring causal directions. Artificial Intelligence 182-183, pp. 1 - 31 (2012)

Gretton, A.; Borgwardt, K.; Rasch, M.; Schölkopf, B.; Smola, A.: A Kernel Two-Sample Test. Journal of Machine Learning Research 13, pp. 723 - 773 (2012)

Hill, N.; Schölkopf, B.: An online brain–computer interface based on shifting attention to concurrent streams of auditory stimuli. Journal of Neural Engineering 9 (2), 026011, pp. 1 - 13 (2012)

Peters, J.; Janzing, D.; Schölkopf, B.: Causal Inference on Discrete Data using Additive Noise Models. IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (12), pp. 2436 - 2450 (2011)

Hofmann, M.; Bezrukov, I.; Mantlik, F.; Aschoff, B.; Steinke, F.; Beyer, T.; Pichler, B.; Schölkopf, B.: MRI-Based Attenuation Correction for Whole-Body PET/MRI: Quantitative Evaluation of Segmentation- and Atlas-Based Methods. Journal of Nuclear Medicine 52 (9), pp. 1392 - 1399 (2011)

Kitching, T.; Amara, A.; Gill, M.; Harmeling, S.; Heymans, C.; Massey, R.; Rowe, B.; Schrabback, T.; Voigt, L.; Balan, S. et al.; Bernstein, G.; Bethge, M.; Bridle, S.; Courbin, F.; Gentile, M.; Heavens, A.; Hirsch, M.; Hosseini, R.; Kiessling, A.; Kirk, D.; Kuijken, K.; Mandelbaum, R.; Moghaddam, B.; Nurbaeva, G.; Paulin-Henriksson , S.; Rassat, A.; Rhodes, J.; Schölkopf, B.; Shawe-Taylor, J.; Shmakova , M.; Taylor, A.; Velander, M.; van Waerbeke, L.; Witherick, D.; Wittman, D.: Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook. Annals of Applied Statistics 5 (3), pp. 2231 - 2263 (2011)