It amused me more than once that it was important to know convex analysis in LISA lab even though deep learning people at the time tended to regard anything convex as “the other faction.” The Boyd book chapter 2 served me well more than once
Convex Analysis in Deep Learning: LISA Lab’s Hidden Foundation
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