Robust Survival Analysis with Adversarial Regularization

M Potter, S Maxenti, M Everett - arXiv preprint arXiv:2312.16019, 2023 - arxiv.org
Survival Analysis (SA) is about modeling the time for an event of interest to occur, which has
important applications in many fields, including medicine, defense, finance, and aerospace …

Do Bayesian Neural Networks Weapon System Improve Predictive Maintenance?

ML Potter, MD Jun - 2024 Annual Reliability and Maintainability …, 2024 - ieeexplore.ieee.org
We implement a Bayesian inference process for Neural Networks to model the time to failure
of highly reliable weapon systems with interval-censored data and time-varying covariates …