No Free Lunch Theorem

Concept

the theorem that, if a machine-learning algorithm does well on some problems, then it pays for that on all other problems

Mentioned in 1 video

Videos Mentioning No Free Lunch Theorem

Foundations and Challenges of Deep Learning (Yoshua Bengio)

Foundations and Challenges of Deep Learning (Yoshua Bengio)

Lex Fridman

A theorem stating that deep learning is no better than any other method when considering all possible distributions.