Felipe S. Abrahão | DeepAI

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∙ 04/21/2023

The simplicity bubble effect as a zemblanitous phenomenon in learning systems

The ubiquity of Big Data and machine learning in society evinces the nee...

0 Felipe S. Abrahão, et al. ∙

∙ 03/28/2023

Optimal Spatial Deconvolution and Message Reconstruction from a Large Generative Model of Models

We introduce a general-purpose univariate signal deconvolution method ba...

0 Hector Zenil, et al. ∙

∙ 09/30/2022

On the Salient Limitations of the Methods of Assembly Theory and their Classification of Molecular Biosignatures

A recently introduced approach termed "Assembly Theory", featuring a com...

0 Abicumaran Uthamacumaran, et al. ∙

∙ 12/22/2021

Algorithmic Probability of Large Datasets and the Simplicity Bubble Problem in Machine Learning

When mining large datasets in order to predict new data, limitations of ...

0 Felipe S. Abrahão, et al. ∙

∙ 05/31/2021

Emergence and algorithmic information dynamics of systems and observers

Previous work has shown that perturbation analysis in software space can...

0 Felipe S. Abrahão, et al. ∙

∙ 09/23/2020

Emergence of complex data from simple local rules in a network game

As one of the main subjects of investigation in data science, network sc...

0 Felipe S. Abrahão, et al. ∙

∙ 09/12/2020

An Algorithmic Information Distortion in Multidimensional Networks

Network complexity, network information content analysis, and lossless c...

0 Felipe S. Abrahão, et al. ∙

∙ 09/02/2020

On the existence of hidden machines in computational time hierarchies

Challenging the standard notion of totality in computable functions, one...

0 Felipe S. Abrahão, et al. ∙

∙ 05/13/2019

Transtemporal edges and crosslayer edges in incompressible high-order networks

This work presents some outcomes of a theoretical investigation of incom...

0 Felipe S. Abrahão, et al. ∙

∙ 04/08/2019

Learning the undecidable from networked systems

This article presents a theoretical investigation of computation beyond ...

0 Felipe S. Abrahão, et al. ∙

∙ 12/04/2018

On incompressible high order networks

This work presents a theoretical investigation of incompressible high or...

0 Felipe S. Abrahão, et al. ∙

∙ 10/27/2018

An algorithmically random family of MultiAspect Graphs and its topological properties

This article presents a theoretical investigation of incompressibility a...

0 Felipe S. Abrahão, et al. ∙

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