Felix Opolka
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
graph neural network
(2)
gaussian process
(2)
hyperparameter optimization
(1)
graph learning
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
spatial filtering
(1)
message passing
(1)
adaptive filtering
(1)
graph signal processing
(1)
stochastic differential equation
(1)
graph convolution
(1)
feature aggregation
(1)
aleatoric uncertainty
(1)
node representation
(1)
spectral graph wavelet
(1)
multi-scale approach
(1)
link prediction
(1)
anisotropic filtering
(1)
variational inference
(1)
Papers
Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations
ICLR 2025
Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets
AISTATS 2022
Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes
AISTATS 2022
Do We Need Anisotropic Graph Neural Networks?
ICLR 2022