Kolmogorov Complexity-Based Occam's Razor: A Representation-Independent Formulation: Revision history

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24 December 2023

  • curprev 03:4903:49, 24 December 2023SatoshiNakamoto talk contribs 2,062 bytes +2,062 Created page with "Title: Kolmogorov Complexity-Based Occam's Razor: A Representation-Independent Formulation Abstract: Occam's razor is a fundamental principle in machine learning and data science, stating that the simplest explanation is most likely the correct one. However, previous formulations of Occam's razor, such as the VC dimension-based and length-based versions, have limitations and may not always provide the best sample complexity. This study presents a new representation-inde..."