36 citations · 56 across the 7 of their papers we have counts for
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cs.MS2018
A Benchmark of Selected Algorithmic Differentiation Tools on Some Problems in Computer Vision and Machine Learning
Filip Šrajer, Zuzana Kukelova, Andrew Fitzgibbon
Algorithmic differentiation (AD) allows exact computation of derivatives given only an implementation of an objective function. Although many AD tools are available, a proper and e…
cs.MS2018
Efficient Differentiable Programming in a Functional Array-Processing Language
Amir Shaikhha, Andrew Fitzgibbon, Dimitrios Vytiniotis +2
We present a system for the automatic differentiation of a higher-order functional array-processing language. The core functional language underlying this system simultaneously sup…