Osvaldo Simeone
6 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Hot Topic Early Bird
Conferences
AISTATS (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
information theory
(1)
adaptive risk control
(1)
risk management
(1)
online learning
(1)
conformal prediction
(1)
information bottleneck
(1)
epistemic uncertainty
(1)
mutual information
(1)
reproducing kernel hilbert space
(1)
set prediction
(1)
spiking neural network
(1)
variational autoencoder
(1)
surrogate gradient
(1)
information-theoretic bound
(1)
aleatoric uncertainty
(1)
minimum excess meta-risk
(1)
neural mutual information
(1)
worst-case guarantee
(1)
covariate balancing
(1)
bayesian meta-learning
(1)
Papers
Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning
AISTATS 2025
Distributed Conformal Prediction via Message Passing
ICML 2025
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection
ICML 2025
Localized Adaptive Risk Control
NIPS 2024
Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning
AISTATS 2022
Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck
NIPS 2021