The paper argues that algebraic geometry offers a powerful dictionary for understanding deep learning models with polynomial or piecewise-polynomial activations.
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Algebra Unveils Deep Learning -- An Invitation to Neuroalgebraic Geometry
The paper argues that algebraic geometry offers a powerful dictionary for understanding deep learning models with polynomial or piecewise-polynomial activations.