Argmax
Argmax
Vahe Hagopian, Taka Hasegawa, Farrukh Rahman
4: Can Neural Nets Learn the Same Model Twice?
55 minutes Posted Apr 6, 2022 at 2:00 am.
0:00
55:23
Download MP3
Show notes

Todays paper: Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility
and Double Descent from the Decision Boundary Perspective (https://arxiv.org/pdf/2203.08124.pdf)

Summary:
A discussion of reproducibility and double descent through visualizations of decision boundaries.

Highlights of the discussion:

  • Relationship between model performance and reproducibility
  • Which models are robust and reproducible
  • How they calculate the various scores