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yigh
Jan 3, 2021

Bruegels Fuckbooks posted:

It's a massive problem already because not only is there a huge problem with replicating/reproducing results in AI/ML (only about 30% of ML papers are reproducible), pretty much all research that uses ML techniques becomes more difficult to reproduce/replicate, so it's contributing to a larger replication crisis in all science.

In fact it's problematic both in academia and industry (hey boss I added 10% more params to the model and shipped it... what's overfitting?)

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