On the Limitations of First-Order Approximation in GAN Dynamics.

Jerry Li Aleksander Madry John Peebles Ludwig Schmidt

Published in: ICML (2018)

Keyphrases

taylor series
higher order
approximation algorithms
first order logic
data sets
dynamical systems
dynamic model
artificial intelligence
description logics
image analysis
image segmentation
horn clauses
approximation error
continuous functions
recurrent networks
quantifier elimination
machine learning