2 citations · 5 across the 8 of their papers we have counts for
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cs.LG2019★ 2 cited
Algorithmic Probability-guided Supervised Machine Learning on Non-differentiable Spaces
Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel +3
We show how complexity theory can be introduced in machine learning to help bring together apparently disparate areas of current research. We show that this new approach requires l…
q-bio.NC2019
Estimations of Integrated Information Based on Algorithmic Complexity and Dynamic Querying
Alberto Hernández-Espinosa, Héctor Zenil, Narsis A. Kiani +1
The concept of information has emerged as a language in its own right, bridging several disciplines that analyze natural phenomena and man-made systems. Integrated information has…