1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.IT2024★ 1 cited
Simplicity bias, algorithmic probability, and the random logistic map
Boumediene Hamzi, Kamaludin Dingle
Simplicity bias is an intriguing phenomenon prevalent in various input-output maps, characterized by a preference for simpler, more regular, or symmetric outputs. Notably, these ma…
math.OC2022
Optima and Simplicity in Nature
Kamaludin Dingle
Why are simple, regular, and symmetric shapes common in nature? Many natural shapes arise as solutions to energy minimisation or other optimisation problems, but is there a general…
physics.data-an2019
Generic predictions of output probability based on complexities of inputs and outputs
Kamaludin Dingle, Guillermo Valle Pérez, Ard A. Louis
For a broad class of input-output maps, arguments based on the coding theorem from algorithmic information theory (AIT) predict that simple (low Kolmogorov complexity) outputs are…