Megan Czasonis

Confidence Revisited: The Distribution of Information

Classical statistics assesses the confidence of a prediction by measuring error variance, estimation variance, or the sum of both. More complex machine learning models assess confidence using empirical methods such as resampling or conformal prediction. Model-based assessments of...