#vc-dimension

1 articles

01 ·Probability & Statistics·★ MEMBER·PAPER·11 min read Statistical Learning Theory — Why Does Learning Generalize? You only ever see finitely many examples, yet the model answers questions about data it has never seen. This piece builds the guarantee from scratch — Hoeffding, uniform convergence, VC dimension, PAC — then shows where it broke against deep learning, and what survives in day-to-day evaluation design.