2024
Besserve, M., Safavi, S., Schölkopf, B., Logothetis, N.
LFP transient events in macaque subcortical areas reveal network coordination across scales and structures: a simultaneous fMRI-electrophysiology study
Computational and Systems Neuroscience Meeting (COSYNE), March 2024 (poster)
Shao, K., Xu, Y., Logothetis, N., Shen, Z., Besserve, M.
Koopman Spectral Analysis Uncovers the Temporal Structure of Spontaneous Neural Events
Computational and Systems Neuroscience Meeting (COSYNE), March 2024 (poster)
2023
Jenny, D.
Navigating the Ocean of Biases: Political Bias Attribution in Language Models via Causal Structures
ETH Zurich, Switzerland, November 2023, external supervision (thesis)
2021
Belousov, B., H., A., Klink, P., Parisi, S., Peters, J.
Reinforcement Learning Algorithms: Analysis and Applications
883, Studies in Computational Intelligence, Springer International Publishing, 2021 (book)
Scientific Report 2016 - 2021
2021 (mpi_year_book)
2019
Meding, K., Schölkopf, B., Wichmann, F. A.
Perception of temporal dependencies in autoregressive motion
Perception, 48(2-suppl):141, 42nd European Conference on Visual Perception (ECVP), August 2019 (poster)
Bruijns, S. A., Meding, K., Schölkopf, B., Wichmann, F. A.
Phenomenal Causality and Sensory Realism
Perception, 48(2-suppl):141, 42nd European Conference on Visual Perception (ECVP), August 2019 (poster)
Lutz, P.
Automatic Segmentation and Labelling for Robot Table Tennis Time Series
Technical University Darmstadt, Germany, August 2019 (thesis)
Shao, K., Logothetis, N., Besserve, M.
Neural mass modeling of the Ponto-Geniculo-Occipital wave and its neuromodulation
28th Annual Computational Neuroscience Meeting (CNS*2019), July 2019 (poster)
Scientific Report 2016 - 2018
2019 (mpi_year_book)
2018
Goris, R., Henaff, O., Meding, K.
Representation of sensory uncertainty in macaque visual cortex
Computational and Systems Neuroscience (COSYNE) 2018, March 2018 (poster)
Safavi, S., Panagiotaropoulos, T., Kapoor, V., Logothetis, N. K., Besserve, M.
Generalized phase locking analysis of electrophysiology data
7th AREADNE Conference on Research in Encoding and Decoding of Neural Ensembles, 2018 (poster)
Pérez-Pellitero, E., Sajjadi, M. S. M., Hirsch, M., Schölkopf, B.
Photorealistic Video Super Resolution
Workshop and Challenge on Perceptual Image Restoration and Manipulation (PIRM) at the 15th European Conference on Computer Vision (ECCV), 2018 (poster)
Meding, K., Hirsch, M., Wichmann, F. A.
Retinal image quality of the human eye across the visual field
14th Biannual Conference of the German Society for Cognitive Science (KOGWIS 2018), 2018 (poster)
2017
Aghaeifar, A., Loktyushin, A., Eschelbach, M., Scheffler, K.
Improving performance of linear field generation with multi-coil setup by optimizing coils position
Magnetic Resonance Materials in Physics, Biology and Medicine, 30(Supplement 1):S259, 34th Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), October 2017 (poster)
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), April 2017 (poster)
Feng, X., Loktyushin, A., Deistung, A., Reichenbach, J.
Image Quality Improvement by Applying Retrospective Motion Correction on Quantitative Susceptibility Mapping and R2*
25th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), April 2017 (poster)
Peters, J., Janzing, D., Schölkopf, B.
Elements of Causal Inference - Foundations and Learning Algorithms
Adaptive Computation and Machine Learning Series, The MIT Press, Cambridge, MA, USA, 2017 (book)
Safavi, S., Panagiotaropoulos, T., Kapoor, V., Logothetis, N. K., Besserve, M.
Generalized phase locking analysis of electrophysiology data
ESI Systems Neuroscience Conference (ESI-SyNC 2017): Principles of Structural and Functional Connectivity, 2017 (poster)
2016
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), May 2016 (poster)
Katiyar, P., Castaneda, S., Patzwaldt, K., Russo, F., Poli, S., Ziemann, U., Disselhorst, J. A., Pichler, B. J.
Novel Random Forest based framework enables the segmentation of cerebral ischemic regions using multiparametric MRI
European Molecular Imaging Meeting, 2016 (poster)
Logothetis, N. K., Murayama, Y., Ramirez-Villegas, J. F., Besserve, M., Evrard, H.
PGO wave-triggered functional MRI: mapping the networks underlying synaptic consolidation
47th Annual Meeting of the Society for Neuroscience (Neuroscience), 2016 (poster)
Castaneda, S., Katiyar, P., Russo, F., Maurer, A., Patzwaldt, K., Poli, S., Calaminus, C., Disselhorst, J. A., Ziemann, U., Pichler, B. J.
Multiparametric Imaging of Ischemic Stroke using [89Zr]-Desferal-EPO-PET/MRI in combination with Gaussian Mixture Modeling enables unsupervised lesions identification
European Molecular Imaging Meeting, 2016 (poster)
Ramirez-Villegas, J. F., Logothetis, N. K., Besserve, M.
Statistical source separation of rhythmic LFP patterns during sharp wave ripples in the macaque hippocampus
47th Annual Meeting of the Society for Neuroscience (Neuroscience), 2016 (poster)
Besserve, M., Logothetis, N. K.
Hippocampal neural events predict ongoing brain-wide BOLD activity
47th Annual Meeting of the Society for Neuroscience (Neuroscience), 2016 (poster)
2015
Ramirez-Villegas, J. F., Logothetis, N. K., Besserve, M.
Diversity of sharp wave-ripples in the CA1 of the macaque hippocampus and their brain wide signatures
45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), October 2015 (poster)
Loktyushin, A., Babayeva, M., Gallichan, D., Krueger, G., Scheffler, K., Kober, T.
Retrospective rigid motion correction of undersampled MRI data
23rd Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine, ISMRM, June 2015 (poster)
Feng, X., Loktyushin, A., Deistung, A., Reichenbach, J. R.
Improving Quantitative Susceptibility and R2* Mapping by Applying Retrospective Motion Correction
23rd Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine, ISMRM, June 2015 (poster)
Foreman-Mackey, D., Hogg, D., Schölkopf, B., Wang, D.
Increasing the sensitivity of Kepler to Earth-like exoplanets
Workshop: 225th American Astronomical Society Meeting 2015 , pages: 105.01D, 2015 (poster)
Wang, D., Foreman-Mackey, D., Hogg, D., Schölkopf, B.
Calibrating the pixel-level Kepler imaging data with a causal data-driven model
Workshop: 225th American Astronomical Society Meeting 2015 , pages: 258.08, 2015 (poster)
Katiyar, P., Divine, M. R., Pichler, B. J., Disselhorst, J. A.
Assessment of tumor heterogeneity using unsupervised graph based clustering of multi-modality imaging data
European Molecular Imaging Meeting, 2015 (poster)
Katiyar, P., Divine, M. R., Pichler, B. J., Disselhorst, J. A.
Novel segmentation of dynamic [18]F-FDG PET bypasses the need of arterial plasma input function, delivering a robust quantification of the tumor microenvironment
World Molecular Imaging Conference, 2015 (poster)
Köhler, R., Schölkopf, B., Hirsch, M.
Disparity estimation from a generative light field model
IEEE International Conference on Computer Vision (ICCV 2015), Workshop on Inverse Rendering, 2015, Note: This work has been presented as a poster and is not included in the workshop proceedings. (poster)
2014
Kober, J., Peters, J.
Learning Motor Skills: From Algorithms to Robot Experiments
97, pages: 191, Springer Tracts in Advanced Robotics, Springer, 2014 (book)
Ramirez-Villegas, J. F., Logothetis, N. K., Besserve, M.
Dynamical source analysis of hippocampal sharp-wave ripple episodes
Bernstein Conference, 2014 (poster)
Schultz, T., Nedjati-Gilani, G., Venkataraman, A., O’Donnell, L., Panagiotaki, E.
Computational Diffusion MRI and Brain Connectivity
pages: 255, Mathematics and Visualization, Springer, 2014 (book)
Babayeva, M., Loktyushin, A., Kober, T., Granziera, C., Nickisch, H., Gruetter, R., Krueger, G.
FID-guided retrospective motion correction based on autofocusing
Joint Annual Meeting ISMRM-ESMRMB, Milano, Italy, 2014 (poster)
Ramirez-Villegas, J. F., Logothetis, N. K., Besserve, M.
Cluster analysis of sharp-wave ripple field potential signatures in the macaque hippocampus
Computational and Systems Neuroscience Meeting (COSYNE), 2014 (poster)
Katiyar, P., Divine, M. R., Pichler, B. J., Disselhorst, J. A.
oxel level [18]F-FDG PET/MRI unsupervised segmentation of the tumor microenvironment
World Molecular Imaging Conference, 2014 (poster)
2013
Safavi, S., Panagiotaropoulos, T., Kapoor, V., Logothetis, N., Besserve, M.
Coupling between spiking activity and beta band spatio-temporal patterns in the macaque PFC
43rd Annual Meeting of the Society for Neuroscience (Neuroscience), 2013 (poster)
Lopez-Paz, D., Hernandez-Lobato, J., Ghahramani, Z.
Gaussian Process Vine Copulas for Multivariate Dependence
International Conference on Machine Learning (ICML), 2013 (poster)
Muandet, K., Balduzzi, D., Schölkopf, B.
Domain Generalization via Invariant Feature Representation
30th International Conference on Machine Learning (ICML2013), 2013 (poster)
Safavi, S., Panagiotaropoulos, T., Kapoor, V., Logothetis, N., Besserve, M.
Analyzing locking of spikes to spatio-temporal patterns in the macaque prefrontal cortex
Bernstein Conference, 2013 (poster)
Muandet, K., Schölkopf, B.
One-class Support Measure Machines for Group Anomaly Detection
29th Conference on Uncertainty in Artificial Intelligence (UAI), 2013 (poster)
Lopez-Paz, D., Hennig, P., Schölkopf, B.
The Randomized Dependence Coefficient
Neural Information Processing Systems (NIPS), 2013 (poster)
Ramirez-Villegas, J., Logothetis, N., Besserve, M.
Characterization of different types of sharp-wave ripple signatures in the CA1 of the macaque hippocampus
4th German Neurophysiology PhD Meeting Networks, 2013 (poster)
Schölkopf, B., Luo, Z., Vovk, V.
Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik
Springer, 2013 (book)
2012
Loktyushin, A., Nickisch, H., Pohmann, R., Schölkopf, B.
Blind Retrospective Motion Correction of MR Images
20th Annual Scientific Meeting ISMRM, May 2012 (poster)
Besserve, M., Panagiotaropoulos, T., Crocker, B., Kapoor, V., Tolias, A., Panzeri, S., Logothetis, N.
Identifying endogenous rhythmic spatio-temporal patterns in micro-electrode array recordings
9th annual Computational and Systems Neuroscience meeting (Cosyne), 2012 (poster)
Joubert, P., Habeck, M.
Reconstruction using Gaussian mixture models
2012 Gordon Research Conference on Three-Dimensional Electron Microscopy (3DEM), 2012 (poster)