Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks

Steven Adriaensen, Herilalaina Rakotoarison, Samuel Müller +1

Learning curve extrapolation aims to predict model performance in later epochs of training, based on the performance in earlier epochs. In this work, we argue that, while the inher…