Group Method of Data Handling
Oleksii Ivakhnenko described building multilayer models whose layers are grown and selected by an external criterion.
Why it matters
It is one of the earliest documented ways to grow model depth automatically instead of fixing it in advance.
The method works through polynomial units and selection rather than gradient training of a whole network.