Discovering Symbolic Models from Deep Learning with Inductive Biases

0

Discovering Symbolic Models from Deep Learning with Inductive Biases

Discovering Symbolic Models from Deep Learning with Inductive Biases

“To automate science we need to automate knowledge discovery. However, when does a machine learning model become knowledge? Why are Maxwell’s equations considered a fact of science, but a deep learning model just an interpolation of data? For one, deep learning doesn’t generalize near as well as symbolic physics models…”

Source: astroautomata.com/paper/symbolic-neural-nets/

August 31, 2020
0 Comments
Inline Feedbacks
View all comments

Subscribe to our Digest