Hao Yan
Hao Yan
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Aleatoric-Aware Posterior Regularized Bayesian Neural Networks for Incorporating Domain Knowledge: Addressing Epistemic and Aleatoric Uncertainties
Jiayu Huang
,
Jing Li
,
Frank C. Setzer
,
Fleming Lure
,
Feng Ju
,
Hao Yan
May, 2026
Abstract
Accepted to INFORMS Journal on Data Science.
Type
Journal article
Venue
INFORMS Journal on Data Science
Software
Bayesian
Deep-Learning
Uncertainty
Jiayu Huang
Ph.D., Industrial Engineering, 2025
I am working in data science
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