Yeah, what we are doing now in ML isn’t really “engineering” in the best sense of the word. We don’t have a theoretical machinery that can predict performance of ML designs. (Like the way you can for a coding scheme in communications theory.) We have a lot of clever architectures and techniques, but not a design capacity.
Yeah, what we are doing now in ML isn’t really “engineering” in the best sense of the word. We don’t have a theoretical machinery that can predict performance of ML designs. (Like the way you can for a coding scheme in communications theory.) We have a lot of clever architectures and techniques, but not a design capacity.