Tom F. Sterkenburg

The no-free-lunch theorems of supervised learning

Tom F. Sterkenburg, Peter Grünwald · Synthese · 2021 · 88 citations · Full text

Computing, Computer Science, Philosophy +8

THE META-INDUCTIVE JUSTIFICATION OF INDUCTION

Tom F. Sterkenburg · Episteme · 2019 · 31 citations

Computing, Computer Science, Machine Learning +9

The Metainductive Justification of Induction: The Pool of Strategies

Tom F. Sterkenburg · Philosophy of Science · 2019 · 31 citations

Education, Strategy, Decision Theory +5

Putnam’s Diagonal Argument and the Impossibility of a Universal Learning Machine

Tom F. Sterkenburg · Erkenntnis · 2018 · 17 citations

Computing, Computer Science, Mathematics +6

Solomonoff Prediction and Occam’s Razor

Tom F. Sterkenburg · Philosophy of Science · 2016 · 16 citations · Full text

Computing, Computer Science, Philosophy +10