Learning Sensor Noise With a Small Classical Filter

A simple estimator learned an unknown sensor scale within 256 observations. We report its cost, the limits of a filter bank, and why we closed the research cycle.

ai-research, bayesian-filtering, gaussian-mixtures, uncertainty-quantification, model-evaluation