Osvaldo Simeone
7 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
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Venues
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Research topics
Machine Learning
(7)
Optimization & Theory
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Machine Learning
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Keywords
conformal prediction
(3)
uncertainty quantification
(2)
adaptive risk control
(1)
online learning
(1)
message passing
(1)
information bottleneck
(1)
epistemic uncertainty
(1)
set prediction
(1)
model calibration
(1)
low-rank approximation
(1)
risk management
(1)
mutual information
(1)
reproducing kernel hilbert space
(1)
quantile regression
(1)
federated learning
(1)
graph topology
(1)
spiking neural network
(1)
variational autoencoder
(1)
prediction set
(1)
information theory
(1)
Papers
Efficient Federated Conformal Prediction with Group-Conditional Guarantee
UAI 2026
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection
ICML 2025
Distributed Conformal Prediction via Message Passing
ICML 2025
Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning
AISTATS 2025
Localized Adaptive Risk Control
NeurIPS 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
NeurIPS 2021