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[24] Martin Arjovsky - Out of Distribution Generalization in Machine Learning

The Thesis Review

CHAPTER

The Decision Process for Doing a Postdoc

i want to work more on exploration which is something that i did doing during an internship in deep mind. I think training these huge models to do very simple things is a waste of energy time and compute  I hope we can find simpler things um and cheaper things for learning setup most of the time. The idea of ground these problems like grounded language should be more involved into our everyday training process, he says. He also talks about how humans learn to solve tasks by grabbing 10 million non-sorted lists or sorting them from input pairs.

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