Algebraic Geometry

A Unified Algebraic-Geometric Framework for Analyzing Neural Network Weight Tensors: Theory, Structural Properties, and the Algebraic Tensor Complexity Index (ATCI)

Deep neural networks rely on high dimensional tensors that encode the parameters of convolutional filters, fully connected layers, and attention mech…