6.7960 | Fall 2024 | Undergraduate, Graduate

Deep Learning

Lec 06. Generalization Theory

This video covers basic generalization theory, exploring overparameterization, double descent, and the limitations of VC dimension. It also discusses the role of inductive biases in deep learning.

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