activity
20102024
most citedCorrelation of Automorphism Group Size and Topological Properties with Program-size Complexity Evaluations of Graphs and Complex Networks

75 citations · 93 across the 8 of their papers we have counts for

collaborators
Showing physics.data-anShow all

2 papers · 1 filter

physics.data-an2022★ 11 cited

A Note on A Priori Forecasting and Simplicity Bias in Time Series

Kamaludin Dingle, Rafiq Kamal, Boumediene Hamzi

To what extent can we forecast a time series without fitting to historical data? Can universal patterns of probability help in this task? Deep relations between pattern Kolmogorov…

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…