AINeutralarXiv – CS AI · 10h ago5/10
🧠
Neural Conjugate Aggregation: Identifiable Unsupervised Multi-Sensor Regression under Heterogeneous Sensor Bias
Researchers introduce Neural Conjugate Aggregation Model (NCAM), a Bayesian framework for combining multiple biased sensor measurements without ground-truth labels. The method decomposes uncertainty sources and provides calibrated prediction intervals, with applications to sensor networks and scientific monitoring systems.