Search Results for author: Keefer Rowan

Found 1 papers, 1 papers with code

The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning

1 code implementation11 Apr 2023 Micah Goldblum, Marc Finzi, Keefer Rowan, Andrew Gordon Wilson

No free lunch theorems for supervised learning state that no learner can solve all problems or that all learners achieve exactly the same accuracy on average over a uniform distribution on learning problems.

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