Scaling laws for learning with real and surrogate data

no code implementations • 6 Feb 2024 • Ayush Jain, Andrea Montanari, Eren Sasoglu

Collecting large quantities of high-quality data is often prohibitively expensive or impractical, and a crucial bottleneck in machine learning.