Fabio Stella
6 papers · 2018–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Bayesian & Probabilistic · Artificial Intelligence
(6)
Bayesian & Probabilistic · Machine Learning
(3)
Core Methods
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Clinical
(1)
Learning Types
(1)
Privacy
(1)
Probability
(1)
Reasoning
(1)
Keywords
continuous-time bayesian network
(3)
structure learning
(2)
bayesian network
(2)
constraint-based learning
(2)
network structure learning
(1)
biological modeling
(1)
stochastic process
(1)
parameter learning
(1)
conditional independence
(1)
thompson sampling
(1)
continuous time
(1)
graphical model
(1)
contextual bandit
(1)
delayed feedback
(1)
conditional independence test
(1)
medical diagnosis
(1)
credal network
(1)
dynamic bayesian network
(1)
membership inference attack
(1)
imprecise probability
(1)
Papers
Imprecise Probabilities for Privacy–Accuracy Trade-offs in Bayesian Networks
UAI 2026
Bootstrap Your Conversions: Thompson Sampling for Partially Observable Delayed Rewards
UAI 2024
Structure learning algorithms for multidimensional continuous-time Bayesian network classifiers
PGM 2022
Constraing-Based Learning for Continous-Time Bayesian Networks
PGM 2020
Learning Continuous Time Bayesian Networks in Non-stationary Domains
IJCAI 2018
Making Continuous Time Bayesian Networks More Flexible
PGM 2018