Uncertainty Quantification From Scaling Laws in Deep Neural Networks

Ibrahim Elsharkawy, Yonatan Kahn, Benjamin Hooberman

Quantifying the uncertainty from machine learning analyses is critical to their use in the physical sciences. In this work we focus on uncertainty inherited from the initialization…