4min chapter

The Gradient: Perspectives on AI cover image

Sara Hooker: Cohere For AI, the Hardware Lottery, and DL Tradeoffs

The Gradient: Perspectives on AI

CHAPTER

How Do We Get the Best Out of Difficult Examples?

Some of the first things i'd come up with would be ideas like focal loss, for example, in retina. How do we figure out which examples are pretty difficult for us? And then once we've determined what type of difficult example we're dealing with, how do we then act on that information going forward? Thias: There's been a lot of really interesting work which has focused on isolations o like learning a typical examples upweighting them.

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