75 citations · 93 across the 8 of their papers we have counts for
4 papers · 1 filter
Multiclass classification utilising an estimated algorithmic probability prior
Kamaludin Dingle, Pau Batlle, Houman Owhadi
Methods of pattern recognition and machine learning are applied extensively in science, technology, and society. Hence, any advances in related theory may translate into large-scal…
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…
Low complexity, low probability patterns and consequences for algorithmic probability applications
Mohamed Alaskandarani, Kamaludin Dingle
Developing new ways to estimate probabilities can be valuable for science, statistics, and engineering. By considering the information content of different output patterns, recent…
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…