Information-Corrected Estimation: A Generalization Error Reducing Parameter Estimation Method

Matthew Dixon, Tyler Ward

Modern computational models in supervised machine learning are often highly parameterized universal approximators. As such, the value of the parameters is unimportant, and only the…