Srinivasa Rao P.

Informational Frustration in Neural Manifolds: Shannon Bottlenecks and the Limits of Learnability

Srinivasa Rao P., Vangmayi P Reddy

Why overparameterised deep networks generalise so remarkably well remains one of the most stubborn open questions in machine learning theory. Classical frameworks like VC dimension and Rademacher complexity predict catastrophic overfitting in modern models, leaving a massive theo…Read more