Aleatoric-Aware Posterior Regularized Bayesian Neural Networks for Incorporating Domain Knowledge: Addressing Epistemic and Aleatoric Uncertainties

Abstract

Accepted to INFORMS Journal on Data Science.

Venue
INFORMS Journal on Data Science
Jiayu Huang
Jiayu Huang
Ph.D., Industrial Engineering, 2025

I am working in data science