Gradient flow in the gaussian covariate model: exact solution of learning curves and multiple descent structures

Antoine Bodin, Nicolas Macris

A recent line of work has shown remarkable behaviors of the generalization error curves in simple learning models. Even the least-squares regression has shown atypical features suc…