2min chapter

Machine Learning Street Talk (MLST) cover image

061: Interpolation, Extrapolation and Linearisation (Prof. Yann LeCun, Dr. Randall Balestriero)

Machine Learning Street Talk (MLST)

CHAPTER

What Machine Learning Is Not Capable of Doing

Oly: Sometimes people have some definition in their mind, whatever it is, of interpolation and extrapolation. And they come up with kind of an argument to say, see, t this, this machine learning can't do extrapolation. Oly: I think that's what his objection was, which as looked like,  it's not a useful distinction to draw. He says we need more work to expand its capabilities.

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