Linear Algebra

Topics

Notes

Linked

High-Dimensional Dot Product Normalization

Dot products between high-dimensional vectors grow larger with dimension, causing training instability in neural networks

Singular Value Decomposition (SVD)

Find the optimal low-rank approximation of any matrix (square or rectangular)