Metod Jazbec
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(11)
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Trend Setter
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Keywords
early-exit neural network
(2)
conformal prediction
(2)
uncertainty quantification
(1)
model architecture
(1)
flow matching
(1)
laplace approximation
(1)
gaussian process
(1)
adaptive inference
(1)
sparse approximation
(1)
scalable inference
(1)
amortized inference
(1)
diffusion model
(1)
variational autoencoder
(1)
prediction set
(1)
inference acceleration
(1)
risk control
(1)
early exiting
(1)
neural network
(1)
anytime prediction
(1)
conditional monotonicity
(1)
Papers
Generative Uncertainty in Diffusion Models
UAI 2025
Early-Exit Neural Networks with Nested Prediction Sets
UAI 2024
Fast yet Safe: Early-Exiting with Risk Control
NeurIPS 2024
Towards Anytime Classification in Early-Exit Architectures by Enforcing Conditional Monotonicity
NeurIPS 2023
Scalable Gaussian Process Variational Autoencoders
AISTATS 2021