arXiv stat.ML
· Papers
Information-Theoretic Foundations for Machine Learning
arXiv:2407.12288v5 Announce Type: replace Abstract: The progress of machine learning over the past decade is undeniable. In retrospect, it is both remarkable and unsettling that this progress was achievable with little to no rigorous theory to guide experimentation. Despite this fact, practitioners have been able to gu