Caveat: I don't work on advertising systems, but I do work in ML, and I've studied recommendation systems. One way to think about these large systems is that they contain a condensed representation of you that is…
Have you researched fecal transplants? I've seen some evidence to suggest they can restore a microbiome after e.g. chemotherapy or broad-spec antibiotics.
No, it's not constrained at all. In fact, even single hidden layer networks with nearly arbitrary activation functions are universal approximators (Hornik et al. 1989). Polynomials are also universal approximators…
Caveat: I don't work on advertising systems, but I do work in ML, and I've studied recommendation systems. One way to think about these large systems is that they contain a condensed representation of you that is…
Have you researched fecal transplants? I've seen some evidence to suggest they can restore a microbiome after e.g. chemotherapy or broad-spec antibiotics.
No, it's not constrained at all. In fact, even single hidden layer networks with nearly arbitrary activation functions are universal approximators (Hornik et al. 1989). Polynomials are also universal approximators…