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Valdettaro, Filippo
4 publications
NeurIPS
2025
Variational Uncertainty Decomposition for In-Context Learning
I. Shavindra Jayasekera
,
Jacob Si
,
Filippo Valdettaro
,
Wenlong Chen
,
Aldo A. Faisal
,
Yingzhen Li
UAI
2024
Offline Bayesian Aleatoric and Epistemic Uncertainty Quantification and Posterior Value Optimisation in Finite-State MDPs
Filippo Valdettaro
,
Aldo Faisal
ICMLW
2024
Offline Reinforcement Learning with Pessimistic Value Priors
Filippo Valdettaro
,
Aldo A. Faisal
ICMLW
2023
Finite-State Offline Reinforcement Learning with Moment-Based Bayesian Epistemic and Aleatoric Uncertainties
Filippo Valdettaro
,
Aldo A. Faisal