Metod Jazbec
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (2)
UAI (2)
AISTATS (1)
Top co-authors
Keywords
conformal prediction
(1)
model architecture
(1)
gaussian process
(1)
sparse approximation
(1)
scalable inference
(1)
amortized inference
(1)
variational autoencoder
(1)
inference acceleration
(1)
risk control
(1)
early exiting
(1)
neural network
(1)
anytime prediction
(1)
early-exit neural network
(1)
conditional monotonicity
(1)
Papers
Generative Uncertainty in Diffusion Models
UAI 2025
Fast yet Safe: Early-Exiting with Risk Control
NIPS 2024
Early-Exit Neural Networks with Nested Prediction Sets
UAI 2024
Towards Anytime Classification in Early-Exit Architectures by Enforcing Conditional Monotonicity
NIPS 2023
Scalable Gaussian Process Variational Autoencoders
AISTATS 2021