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Argmax

4: Can Neural Nets Learn the Same Model Twice?

Apr 6, 2022 · 55 min · Season 1 · Episode 4 · 39.9 MB
0:00-55:23

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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