Stefan Haufe
4 papers · 2008–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (11) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2)
π
Academic Marathon
(15)
π
Cross-Pollinator
(7)
π
Keyword Champion
π
Trend Setter
Conferences
NIPS (3)
ICML (1)
Top co-authors
Keywords
inverse problem
(2)
variational inference
(1)
sparse coding
(1)
source localization
(1)
feature importance
(1)
feature attribution
(1)
hierarchical bayesian
(1)
sparse regularization
(1)
second-order cone programming
(1)
eeg source localization
(1)
vector field estimation
(1)
eeg meg
(1)
kronecker product
(1)
vector field
(1)
state-space model
(1)
linear model
(1)
explainable artificial intelligence
(1)
suppressor variable
(1)
gaussian class-conditional distribution
(1)
effective connectivity
(1)
Papers
Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables
ICML 2023
Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging
NIPS 2021
A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI
NIPS 2019
Estimating vector fields using sparse basis field expansions
NIPS 2008