189 citations · 582 across the 33 of their papers we have counts for
3 papers · 1 filter
An Analysis of Publication Venues for Automatic Differentiation Research
Atilim Gunes Baydin, Barak A. Pearlmutter
We present the results of our analysis of publication venues for papers on automatic differentiation (AD), covering academic journals and conference proceedings. Our data are colle…
Automatic Differentiation of Algorithms for Machine Learning
Atilim Gunes Baydin, Barak A. Pearlmutter
Automatic differentiation---the mechanical transformation of numeric computer programs to calculate derivatives efficiently and accurately---dates to the origin of the computer age…
A semantic network-based evolutionary algorithm for computational creativity
Atilim Gunes Baydin, Ramon Lopez de Mantaras, Santiago Ontanon
We introduce a novel evolutionary algorithm (EA) with a semantic network-based representation. For enabling this, we establish new formulations of EA variation operators, crossover…