Authors
David Balduzzi
University of Zürich
Abstract
The paper demonstrates that falsifiability is fundamental to learning. We prove the following theorem for statistical learning and sequential prediction: If a theory is falsifiable then it is learnable -- i.e. admits a strategy that predicts optimally. An analogous result is shown for universal induction.
Keywords falsifiability  falsification  generalization  learning theory  learnability  Popper  induction
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References found in this work BETA

The Logic of Scientific Discovery.Karl Popper - 1959 - Studia Logica 9:262-265.
The Logic of Scientific Discovery.Karl R. Popper - 1959 - Les Etudes Philosophiques 14 (3):383-383.
The Logic of Scientific Discovery.Karl Popper - 1935 - London, England: Routledge.
The Logic of Scientific Discovery.Karl R. Popper - 1959 - Journal of Symbolic Logic 40 (3):471-472.

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