CAGE-NAS: Certified Functional Descent for Efficient Model Growth

Santiago Florido Gomez, Stéphane Rivaud

The progressive growth of neural networks requires deciding when the current representation remains sufficient for optimization and when it should be expanded. CAGE-NAS formulates…