2 ms·
Also not mentioned in the Baydin et al paper (which has been knocking about for a while: it was submitted in 2017, so not surprising): * F. Wang, X. Wu, G. Ess
by YorkshireSeason 8y ago
Also not mentioned in the Baydin et al paper (which has been knocking about for a while: it was submitted in 2017, so not surprising):
* F. Wang, X. Wu, G. Essertel, J. Decker, T. Rompf, Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator, see [1], and [4] for a presentation based on this paper.
* S. Laue, M. Mitterreiter, J. Giesen, Computing Higher Order Derivatives of Matrix and Tensor Expressions, see [2], discussed in [3].
Quite a bit of exciting work in better understanding backpropagation going on right now.
[1] https://arxiv.org/abs/1803.10228 https://arxiv.org/abs/1803.10228
[2] http://www.matrixcalculus.org/matrixcalculus.pdf http://www.matrixcalculus.org/matrixcalculus.pdf
[3] https://news.ycombinator.com/item?id=18464003 https://news.ycombinator.com/item?id=18464003
[4] https://www.youtube.com/watch?v=igRLKYgpHy0 https://www.youtube.com/watch?v=igRLKYgpHy0