Alicia Curth (@aliciacurth) 's Twitter Profile
Alicia Curth

@aliciacurth

PhD student Machine Learning in Cambridge, Statistician at ❤️ In search of statistical intuition for modern ML & simple explanations for complex things 👀

ID: 1305230140096552962

linkhttps://aliciacurth.github.io/ calendar_today13-09-2020 19:41:47

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Why do Random Forests perform so well off-the-shelf & appear essentially immune to overfitting?!? I’ve found the text-book answer “it’s just variance reduction 🤷🏼‍♀️” to be a bit too unspecific, so in our new pre-print arxiv.org/abs/2402.01502, Alan Jeffares & I investigate..🕵🏼‍♀️ 1/n

Why do Random Forests perform so well off-the-shelf & appear essentially immune to overfitting?!?

I’ve found the text-book answer “it’s just variance reduction 🤷🏼‍♀️” to be a bit too unspecific, so in our new pre-print arxiv.org/abs/2402.01502, <a href="/Jeffaresalan/">Alan Jeffares</a> &amp; I investigate..🕵🏼‍♀️ 1/n