Epistemic Uncertainty-aware Recommendation Systems via Bayesian Deep Ensemble Learning
Radin Cheraghi, Amir Mohammad Mahfoozi, Sepehr Zolfaghari, Mohammadshayan Shabani, Maryam Ramezani, Hamid R. Rabiee
arXiv|2025|Preprint
Uncertainty
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Uncertainty-aware recommendation with Bayesian deep ensembles
BDECF combines Bayesian neural networks with deep ensembles so a recommender can report how certain it is, not only what it predicts.