Explainable Federated Bayesian Causal Inference and Its Application in Advanced Manufacturing

X Xiao, K Alharbi, P Zhang, H Qin, X Yue - arXiv preprint arXiv:2501.06077, 2025 - arxiv.org
Causal inference has recently gained notable attention across various fields like biology,
healthcare, and environmental science, especially within explainable artificial intelligence …

Causal impact analysis for asynchronous decision making

M Kayaalp, Y Inan, V Koivunen… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
We consider a collaborative decision-making frame-work where heterogeneous agents
receive streaming and partially informative observations. We consider two asynchronous …