Re:The Tensor Cookbook
by keithalewis on Friday January 31, 2025 @10:15PM
(#42895305)
The author also seems to be unaware of Fréchet derivatives.
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Re:The Tensor Cookbook
by gsf_emergency_2 on Saturday February 01, 2025 @04:34AM
(#42897152)
I don't exactly know what you mean but from your hint I found the uh, clarifying bedtime story:
https://arxiv.org/abs/2302.09687
(On functions of 3rd-order "tensors")
((Whereas matrix-functions are of 2nd-order "tensors"))
Playground: https://gitlab.com/katlund/t-frechet
(MATLAB)
Re:The Tensor Cookbook
by keithalewis on Sunday February 02, 2025 @12:15AM
(#42906089)
The Wikipedia page on this is sufficient. If F:X -> Y is a function between normed linear spaces then DF:X -> L(X,Y), where L(X,Y) is the vector space of linear operators from X to Y, satisfies F(x + h) = F(x) + DF(x)h + o(h). A function is differentiable if it can be locally approximated by a linear operator.
Some confusion arises from the difference between f:R -> R and f':R -> R. It's Fréchet derivative is Df:R -> L(R,R) where Df(x)h = f'(x)h. Row vectors and column vectors a just a clumsy way of thinking about this.
BTW, all you need in order to publish on arixv.org is to know a FoF. There is no rigorous peer review. https://arxiv.org/abs/1912.01091, https://arxiv.org/abs/2009.10852.
Re:The Tensor Cookbook
by thomasahle on Sunday February 02, 2025 @05:01AM
(#42907613)
What content about Fréchet derivatives do you think would be useful to include?