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Alec Jacobson
2.5K posts

Alec Jacobson
@_AlecJacobson
Associate Professor, Computer Science, University of Toronto; Adobe Research Toronto
Toronto Katılım Eylül 2016
51 Takip Edilen5.5K Takipçiler

@rms80 Hold em hostage. Only fix it if they hire you back for $10M an hour. Surely no one else can find let along fix this bug. You have all the leverage. Don't settle for less. #geometryguru #unreal #unrealstoreloadingscreenisryansfault
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🖖
#include <autodiff/reverse/var.hpp>
template <typename T> T f(T & x)
{
// "clever" branch to avoid 0/0 at x=0
if(x == 0.0) return 1.0;
return sin(x)/x + x*(x-1.0);
}
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Trying out a Role-Playing Paper-Reading Seminar in the style of @colinraffel's blog colinraffel.com/blog/role-play… in my History of Language and Computing graduate course this semester. Eager to see how it plays out, but I wanted to show off the class materials that just arrived :)

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you may also like libigl 🤝 TinyAD github.com/alecjacobson/l…
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Typical. More time wrangling cmake than writing C++.
Here's an example project using both libigl and autodiff.github.io (a nice C++ library for forward and reverse automatic differentiation).
github.com/alecjacobson/l…
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@_AlecJacobson Yes, this is a long-standing problem in autodiff literature. For example, Chapter 14 of Griewank's book talked about it. The most recent discussion I saw is in Hückelheim et al.'s very nice paper "Understanding Automatic Differentiation Pitfalls" arxiv.org/abs/2305.07546

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I no longer have to send Wayback Machine links to my own blog articles!
Successfully transferred my wordpress blog from bluehost to my static academic page. Old post urls should redirect correctly.
alecjacobson.com/weblog/
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@benhouston3d I didn't try out any higher-order ones yet, but I'm bothered by the fact that the simplest case already has non-trivial error
0---1
| |
1----?
? should be √2 but FMM predicts 1+√½
Fitting a quadratic to this case would get it right. Not sure how that generalizes
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@_AlecJacobson Then you'd be left with errors at 45/2 degrees. I wonder if a higher order Eikonal equation is possible?
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