Shih‐Chii Liu

Optimal Sampling of Parametric Families: Implications for Machine Learning

2019 · Neural Computation

It is well known in machine learning that models trained on a training set generated by a probability distribution function perform far worse on test sets generated by a different probability distribution function. In the …