Linear Algebra
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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)