Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory.

Nikola Zubic Federico Soldà Aurelio Sulser Davide Scaramuzza

Published in: CoRR (2024)

Keyphrases

deep learning
complexity theory
restricted boltzmann machine
unsupervised learning
theoretical basis
machine learning
unsupervised feature learning
computational geometry
weakly supervised
computer vision
image sequences
multiscale
viewpoint
object detection
point sets