Tag: laws

Scaling Laws for Uncertainty in Deep Learning arXiv:2506.09648v1 Announce Type: new Abstract: Deep learning has recently revealed the existence of scaling laws, demonstrating that model performance follows predictable trends based on dataset and model sizes. Inspired by these findings and fascinating phenomena emerging in the over-parameterized regime, we examine a parallel direction: do similar scaling…