Harrison Katz

New method optimizes AI retraining using posterior learning debt

Researchers have developed a new method for retraining deployed Bayesian prediction systems, framing it as a cost-sensitive decision problem. The approach utilizes "posterior learning debt," measured by the Kullback--Le…