Hacker News new | ask | show | jobs
by gnulinux 3009 days ago
That's an extremely interesting paper. Do you have any other references if I were to read more about applications of Sheaf theory to signal processing or relevant fields like information theory, control theory, machine learning?
1 comments

About signal processing AFAIK it's only this particular author, Michael Robinson https://scholar.google.com/citations?user=WxsA8yEAAAAJ&hl=en He's also got short book Topologica Signal Processing.

About all the other things, you want to follow the field of Applied Algebraic Topology. People such as Robert Ghrist, Shmuel Weinberger, Herbert Edelsbrunner, Gunnar Carlsson, Justin Curry whose thesis was on applied sheaf theory (it's nice and readable). Mostly the collaborations they part in, them just being in good places in the citation graph (OTOH Carlsson's Ayasdi Inc. is sadly very much a vapourware). Also, in over a decade of very active research in this area progress is being made mostly on the applicable algebraic topology part, not necessarily the applied part.

> Also, in over a decade of very active research in this area progress is being made mostly on the applicable algebraic topology part, not necessarily the applied part.

I'm not entirely sure what this means in terms of applied mathematics. Does it mean applied mathematicians produce these papers but applied fields like EECS, CS, biology etc never use them?

I mean the field's notions are being customized, but so far the language hasn't been shown to be all that insightful in numerous engineering fields probed. Algebraic topologists seem happy trying to be vaguely relevant though.