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I don't see "Automatic design of novel algorithms" in this list. Can AutoML produce something as novel as a GAN, CapsNet, WaveNet, Transformer, Neural ODE, etc
by p1esk 8y ago
I don't see "Automatic design of novel algorithms" in this list.
Can AutoML produce something as novel as a GAN, CapsNet, WaveNet, Transformer, Neural ODE, etc? Is that even considered to be one of its goals?
In my opinion, there's a clear separation between a group of people trying to improve AutoML so that it's more useful in doing all those tasks on the list, and a group of people trying to invent next gen ML algorithms or DL architectures.