Michael Wibral
3 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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The Questioner
Venues
Top co-authors
Research topics
Keywords
partial information decomposition
(3)
information theory
(3)
mutual information
(2)
feature selection
(1)
conditional mutual information
(1)
continuous distribution
(1)
variational autoencoder
(1)
feature relevancy
(1)
neuron interpretability
(1)
unique information
(1)
copula decomposition
(1)
representation learning
(1)
local learning
(1)
Papers
What should a neuron aim for? Designing local objective functions based on information theory
ICLR 2025
A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition
JMLR 2023
Estimating the Unique Information of Continuous Variables
NeurIPS 2021