2 papers
stat.ML2024
Bayesian Entropy Neural Networks for Physics-Aware Prediction
Rahul Rathnakumar, Jiayu Huang, Hao Yan +1
This paper addresses the need for deep learning models to integrate well-defined constraints into their outputs, driven by their application in surrogate models, learning with limi…
cs.AI2024
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports
Xinyu Zhao, Hao Yan, Yongming Liu
A large volume of accident reports is recorded in the aviation domain, which greatly values improving aviation safety. To better use those reports, we need to understand the most i…