[Resource] Double descent

[qualiaMachine]

Need to point to some good articles/findings around this topic. Folks with larger datasets may want to explore "overparameterized" models and avoid early stopping.

Some potential links we can use...

• This book has a chapter on double descent with python notebook to reproduce the phenomenon: https://udlbook.github.io/udlbook/.
• https://www.pnas.org/doi/full/10.1073/pnas.1903070116
• https://arxiv.org/abs/1912.02292