Representation Complexity Along Learning Trajectories: Trading Width for Precision and Time.

arXiv:2610.39027v1 Announce Type: cross Abstract: What computational role does overparameterisation play during learning? Information-plane analyses suggest that neural networks can traverse representations substantially more complex than those required by the