Moritz Grosse-Wentrup

ORCID

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 60

Top Venues

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Eric James McDermott, Johanna Metsomaa, Paolo Belardinelli, Moritz Grosse-Wentrup, Ulf Ziemann, Christoph Zrenner
Predicting motor behavior: an efficient EEG signal processing pipeline to detect brain states with potential therapeutic relevance for VR-based neurorehabilitation. Virtual Real. 27 (1) (2023)
Pascal Weber, Lukas Miklautz, Akshey Kumar, Moritz Grosse-Wentrup, Claudia Plant
CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning. DSAA (2023)
Christoph Luther, Gunnar König, Moritz Grosse-Wentrup
Efficient SAGE Estimation via Causal Structure Learning. CoRR (2023)
Jiachen Xu, Moritz Grosse-Wentrup
PyTES: A Python toolbox for closed-loop transcranial electrical stimulation. SoftwareX 23 (2023)
Christoph Luther, Gunnar König, Moritz Grosse-Wentrup
Efficient SAGE Estimation via Causal Structure Learning. AISTATS (2023)
Gunnar König, Timo Freiesleben, Moritz Grosse-Wentrup
Improvement-Focused Causal Recourse (ICR). AAAI (2023)
Gunnar König, Timo Freiesleben, Moritz Grosse-Wentrup
Improvement-Focused Causal Recourse (ICR). CoRR (2022)
Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Sliwowski, Vincent Rouanne, Piotr Tempczyk
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets. CoRR (2022)
Alex Markham, Richeek Das, Moritz Grosse-Wentrup
A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations. CLeaR (2022)
Alex Markham, Moritz Grosse-Wentrup
A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations. CoRR (2021)
Federico Zilio, Javier Gomez-Pilar, Shumei Cao, Jun Zhang, Di Zang, Zengxin Qi, Jiaxing Tan, Tanigawa Hiromi, Xuehai Wu, Stuart M. Fogel, Zirui Huang, Matthias R. Hohmann, Tatiana Fomina, Matthis Synofzik, Moritz Grosse-Wentrup, Adrian M. Owen, Georg Northoff
Are intrinsic neural timescales related to sensory processing? Evidence from abnormal behavioral states. NeuroImage 226 (2021)
Jiachen Xu, Alex Markham, Anja Meunier, Philipp Raggam, Moritz Grosse-Wentrup
Distance Covariance: A Nonlinear Extension of Riemannian Geometry for EEG-based Brain-Computer Interfacing. SMC (2021)
Gunnar König, Timo Freiesleben, Bernd Bischl, Giuseppe Casalicchio, Moritz Grosse-Wentrup
Decomposition of Global Feature Importance into Direct and Associative Components (DEDACT). CoRR (2021)
Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Sliwowski, Vincent Rouanne, Piotr Tempczyk
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets. NeurIPS (Competition and Demos) (2021)
Gunnar König, Timo Freiesleben, Moritz Grosse-Wentrup
A Causal Perspective on Meaningful and Robust Algorithmic Recourse. CoRR (2021)
Samuel Bustamante, Jan Peters, Bernhard Schölkopf, Moritz Grosse-Wentrup, Vinay Jayaram
ArmSym: A Virtual Human-Robot Interaction Laboratory for Assistive Robotics. IEEE Trans. Hum. Mach. Syst. 51 (6) (2021)
Gunnar König, Christoph Molnar, Bernd Bischl, Moritz Grosse-Wentrup
Relative Feature Importance. ICPR (2020)
Matthias R. Hohmann, Lisa Konieczny, Michelle Hackl, Brian Wirth, Talha Zaman, Raffi Enficiaud, Moritz Grosse-Wentrup, Bernhard Schölkopf
MYND: Unsupervised Evaluation of Novel BCI Control Strategies on Consumer Hardware. UIST (2020)
Matthias R. Hohmann, Lisa Konieczny, Michelle Hackl, Brian Wirth, Talha Zaman, Raffi Enficiaud, Moritz Grosse-Wentrup, Bernhard Schölkopf
MYND: Unsupervised Evaluation of Novel BCI Control Strategies on Consumer Hardware. CoRR (2020)
Christoph Molnar, Gunnar König, Julia Herbinger, Timo Freiesleben, Susanne Dandl, Christian A. Scholbeck, Giuseppe Casalicchio, Moritz Grosse-Wentrup, Bernd Bischl
General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models. xxAI@ICML (2020)
Alex Markham, Moritz Grosse-Wentrup
Measurement Dependence Inducing Latent Causal Models. UAI (2020)
Alex Markham, Aditya Chivukula, Moritz Grosse-Wentrup
MeDIL: A Python Package for Causal Modelling. PGM (2020)
Christoph Molnar, Gunnar König, Julia Herbinger, Timo Freiesleben, Susanne Dandl, Christian A. Scholbeck, Giuseppe Casalicchio, Moritz Grosse-Wentrup, Bernd Bischl
Pitfalls to Avoid when Interpreting Machine Learning Models. CoRR (2020)
Gunnar König, Christoph Molnar, Bernd Bischl, Moritz Grosse-Wentrup
Relative Feature Importance. CoRR (2020)
Jiachen Xu, Moritz Grosse-Wentrup, Vinay Jayaram
Tangent space spatial filters for interpretable and efficient Riemannian classification. CoRR (2019)
Jiachen Xu, Moritz Grosse-Wentrup, Vinay Jayaram
Interpretable Riemannian Classification in Brain-Computer Interfacing. GBCIC (2019)
Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Moritz Grosse-Wentrup
Beta Power May Meditate the Effect of Gamma-TACS on Motor Performance. EMBC (2019)
Matthias R. Hohmann, Michelle Hackl, Brian Wirth, Talha Zaman, Raffi Enficiaud, Moritz Grosse-Wentrup, Bernhard Schölkopf
MYND: A Platform for Large-scale Neuroscientific Studies. CHI Extended Abstracts (2019)
Alex Markham, Moritz Grosse-Wentrup
Measurement Dependence Inducing Latent Causal Models. CoRR (2019)
Ozan Özdenizci, Timm Meyer, Felix A. Wichmann, Jan Peters, Bernhard Schölkopf, Müjdat Çetin, Moritz Grosse-Wentrup
Neural Signatures of Motor Skill in the Resting Brain. SMC (2019)
Jiachen Xu, Vinay Jayaram, Bernhard Schölkopf, Moritz Grosse-Wentrup
Feature extraction from the Hermitian manifold for Brain-Computer Interfaces. NER (2019)
Moritz Grosse-Wentrup
The Elusive Goal of BCI-based Communication with CLIS-ALS Patients. BCI (2019)
Julia Moser, Matthias Hohmann, Bernhard Schölkopf, Moritz Grosse-Wentrup
A Guided Task for Cognitive brain-Computer Interfaces. GBCIC (2017)
Anastasia-Atalanti Mastakouri, Sebastian Weichwald, Ozan Özdenizci, Timm Meyer, Bernhard Schölkopf, Moritz Grosse-Wentrup
Personalized brain-computer interface models for motor rehabilitation. SMC (2017)
Paul K. Rubenstein, Sebastian Weichwald, Stephan Bongers, Joris M. Mooij, Dominik Janzing, Moritz Grosse-Wentrup, Bernhard Schölkopf
Causal Consistency of Structural Equation Models. CoRR (2017)
Paul K. Rubenstein, Sebastian Weichwald, Stephan Bongers, Joris M. Mooij, Dominik Janzing, Moritz Grosse-Wentrup, Bernhard Schölkopf
Causal Consistency of Structural Equation Models. UAI (2017)
Lukas Großberger, Matthias R. Hohmann, Jan Peters, Moritz Grosse-Wentrup
Investigating Music imagery as a Cognitive Paradigm for low-Cost brain-Computer Interfaces. GBCIC (2017)
Vinay Jayaram, Bernhard Schölkopf, Moritz Grosse-Wentrup
Frequency peak features for low-channel classification in motor imagery paradigms. NER (2017)
Anastasia-Atalanti Mastakouri, Sebastian Weichwald, Ozan Özdenizci, Timm Meyer, Bernhard Schölkopf, Moritz Grosse-Wentrup
Personalized Brain-Computer Interface Models for Motor Rehabilitation. CoRR (2017)
Karl-Heinz Fiebig, Vinay Jayaram, Thomas Hesse, Alexander Blank, Jan Peters, Moritz Grosse-Wentrup
Bayesian Regression for Artifact correction in Electroencephalography. GBCIC (2017)
Marius Goerner, Bernhard Schölkopf, Moritz Grosse-Wentrup
Closing One's eyes Affects amplitude modulation but not frequency modulation in a Cognitive BCI. GBCIC (2017)
Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin
Correlations of motor Adaptation Learning and modulation of resting-State sensorimotor EEG Activity. GBCIC (2017)
Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin
Pre-movement contralateral EEG low beta power is modulated with motor adaptation learning. ICASSP (2017)
Sebastian Weichwald, Arthur Gretton, Bernhard Schölkopf, Moritz Grosse-Wentrup
Recovery of non-linear cause-effect relationships from linearly mixed neuroimaging data. CoRR (2016)
Sebastian Weichwald, Arthur Gretton, Bernhard Schölkopf, Moritz Grosse-Wentrup
Recovery of non-linear cause-effect relationships from linearly mixed neuroimaging data. PRNI (2016)
Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin
Resting-state EEG correlates of motor learning performance in a force-field adaptation task. SIU (2016)
Sebastian Weichwald, Moritz Grosse-Wentrup, Arthur Gretton
MERLiN: Mixture Effect Recovery in Linear Networks. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
Moritz Grosse-Wentrup, Dominik Janzing, Markus Siegel, Bernhard Schölkopf
Identification of causal relations in neuroimaging data with latent confounders: An instrumental variable approach. NeuroImage 125 (2016)
Vinay Jayaram, Morteza Alamgir, Yasemin Altun, Bernhard Schölkopf, Moritz Grosse-Wentrup
Transfer Learning in Brain-Computer Interfaces Abstract\uFFFDThe performance of brain-computer interfaces (BCIs) improves with the amount of avail. IEEE Comput. Intell. Mag. 11 (1) (2016)
Karl-Heinz Fiebig, Vinay Jayaram, Jan Peters, Moritz Grosse-Wentrup
Multi-task logistic regression in brain-computer interfaces. SMC (2016)
Sebastian Weichwald, Tatiana Fomina, Bernhard Schölkopf, Moritz Grosse-Wentrup
Optimal Coding in Biological and Artificial Neural Networks. CoRR (2016)
Vinay Jayaram, Morteza Alamgir, Yasemin Altun, Bernhard Schölkopf, Moritz Grosse-Wentrup
Transfer Learning in Brain-Computer Interfaces. CoRR (2015)
Vinay Jayaram, Natalie Widmann, Christian Forster, Tatiana Fomina, Matthias Hohmann, Jennifer Muller vom Hagen, Matthis Synofzik, Bernhard Schölkopf, Ludger Schols, Moritz Grosse-Wentrup
Brain-computer interfacing in amyotrophic lateral sclerosis: Implications of a resting-state EEG analysis. EMBC (2015)
Sebastian Weichwald, Timm Meyer, Ozan Özdenizci, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
Causal interpretation rules for encoding and decoding models in neuroimaging. NeuroImage 110 (2015)
Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
Causal and anti-causal learning in pattern recognition for neuroimaging. CoRR (2015)
Andrea Ibarra Chaoul, Moritz Grosse-Wentrup
Is breathing rate a confounding variable in brain-computer interfaces (BCIs) based on EEG spectral power? EMBC (2015)
Tatiana Fomina, Matthias Hohmann, Bernhard Schölkopf, Moritz Grosse-Wentrup
Identification of the Default Mode Network with electroencephalography. EMBC (2015)
Ozan Özdenizci, Timm Meyer, Müjdat Çetin, Moritz Grosse-Wentrup
Adaptive neurofeedback on parieto-occipital cortex for motor learning performance. SIU (2015)
Sebastian Weichwald, Timm Meyer, Ozan Özdenizci, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
Causal interpretation rules for encoding and decoding models in neuroimaging. CoRR (2015)
Matthias R. Hohmann, Tatiana Fomina, Vinay Jayaram, Natalie Widmann, Christian Forster, Jennifer Muller vom Hagen, Matthis Synofzik, Bernhard Schölkopf, Ludger Schols, Moritz Grosse-Wentrup
A Cognitive Brain-Computer Interface for Patients with Amyotrophic Lateral Sclerosis. SMC (2015)
Pouyan Rafiei Fard, Moritz Grosse-Wentrup
The Influence of Decoding Accuracy on Perceived Control: A Simulated BCI Study. CoRR (2014)
Sebastian Weichwald, Timm Meyer, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
Decoding index finger position from EEG using random forests. CIP (2014)
Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
Causal and anti-causal learning in pattern recognition for neuroimaging. PRNI (2014)
Moritz Grosse-Wentrup, Stefan Harmeling, Thorsten O. Zander, N. Jeremy Hill, Bernhard Schölkopf
How to Test the Quality of Reconstructed Sources in Independent Component Analysis (ICA) of EEG/MEG Data. PRNI (2013)
Timm Meyer, Jan Peters, Doris Brtz, Thorsten O. Zander, Bernhard Schölkopf, Surjo R. Soekadar, Moritz Grosse-Wentrup
A brain-robot interface for studying motor learning after stroke. IROS (2012)
Moritz Grosse-Wentrup, Bernhard Schölkopf, N. Jeremy Hill
Causal influence of gamma oscillations on the sensorimotor rhythm. NeuroImage 56 (2) (2011)
Dieter Devlaminck, Bart Wyns, Moritz Grosse-Wentrup, Georges Otte, Patrick Santens
Multisubject Learning for Common Spatial Patterns in Motor-Imagery BCI. Comput. Intell. Neurosci. 2011 (2011)
Morteza Alamgir, Moritz Grosse-Wentrup, Yasemin Altun
Multitask Learning for Brain-Computer Interfaces. AISTATS (2010)
Manuel Gomez-Rodriguez, Jan Peters, N. Jeremy Hill, Bernhard Schölkopf, Alireza Gharabaghi, Moritz Grosse-Wentrup
Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery. SMC (2010)
Moritz Grosse-Wentrup, Christian Liefhold, Klaus Gramann, Martin Buss
Beamforming in Noninvasive Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 56 (4) (2009)
Moritz Grosse-Wentrup, Martin Buss
Multiclass Common Spatial Patterns and Information Theoretic Feature Extraction. IEEE Trans. Biomed. Eng. 55 (8) (2008)
Moritz Grosse-Wentrup
Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing. NIPS (2008)
Moritz Grosse-Wentrup, José L. Contreras-Vidal
The role of the striatum in adaptation learning: a computational model. Biol. Cybern. 96 (4) (2007)
Moritz Grosse-Wentrup, Martin Buss
Overcomplete Independent Component Analysis via Linearly Constrained Minimum Variance Spatial Filtering. J. VLSI Signal Process. 48 (1-2) (2007)
Christian Liefhold, Moritz Grosse-Wentrup, Klaus Gramann, Martin Buss
Comparison of Adaptive Spatial Filters with Heuristic and Optimized Region of Interest for EEG Based Brain-Computer-Interfaces. DAGM-Symposium (2007)
Peter Breun, Moritz Grosse-Wentrup, Wolfgang Utschick, Martin Buss
Robust MEG Source Localization of Event Related Potentials: Identifying Relevant Sources by Non-Gaussianity. DAGM-Symposium (2006)
Moritz Grosse-Wentrup, Martin Buss
Subspace identification through blind source separation. IEEE Signal Process. Lett. 13 (2) (2006)
Moritz Grosse-Wentrup, Klaus Gramann, Martin Buss
Adaptive Spatial Filters with predefined Region of Interest for EEG based Brain-Computer-Interfaces. NIPS (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Moritz Grosse-Wentrup