Simplicity bias, algorithmic probability, and the random logistic map

no code implementations • 31 Dec 2023 • Boumediene Hamzi, Kamaludin Dingle

We discover that simplicity bias is observable in the random logistic map for specific ranges of $\mu$ and noise magnitudes.

Multiclass classification utilising an estimated algorithmic probability prior

no code implementations • 14 Dec 2022 • Kamaludin Dingle, Pau Batlle, Houman Owhadi

Here we explore how algorithmic information theory, especially algorithmic probability, may aid in a machine learning task.

Classification