Moritz Grosse-wentrup
7 papers · 2006–2023 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Keyword Pioneer
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Keyword Champion
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Trend Setter
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Conference Pioneer
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Renaissance Researcher
(5)
Top co-authors
Research topics
Keywords
causal structure learning
(3)
motor imagery
(2)
causal inference
(2)
brain-computer interface
(2)
decision making
(1)
graph theory
(1)
feature extraction
(1)
region of interest
(1)
eeg classification
(1)
feature importance
(1)
common spatial patterns
(1)
spatial filtering
(1)
motor cortex
(1)
transfer entropy
(1)
eeg connectivity
(1)
brain connectivity
(1)
beamforming
(1)
independence testing
(1)
electroencephalography
(1)
metric learning
(1)
Papers
Efficient SAGE Estimation via Causal Structure Learning
AISTATS 2023
Improvement-Focused Causal Recourse (ICR)
AAAI 2023
A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations
CLeaR 2022
Measurement Dependence Inducing Latent Causal Models
UAI 2020
MeDIL: A Python Package for Causal Modelling
PGM 2020
Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing
NeurIPS 2008
Adaptive Spatial Filters with predefined Region of Interest for EEG based Brain-Computer-Interfaces
NeurIPS 2006