2 papers
cond-mat.dis-nn2026
Grokking in the Ising Model
Karolina Hutchison, David Yevick
Delayed generalization, termed grokking, in a machine learning calculation occurs when the increase in test accuracy is delayed relative to the training accuracy. This paper examin…
cs.LG2025
Neural Network Characterization and Entropy Regulated Data Balancing through Principal Component Analysis
David Yevick, Karolina Hutchison
This paper examines in detail the geometric structure of principal component analysis (PCA) by considering in detail the distributions of both unrotated and rotated MNIST digits in…