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cs.IT2023
A simplicity bubble problem and zemblanity in digitally intermediated societies
Felipe S. Abrahão, Ricardo P. Cavassane, Michael Winter +2
In this article, we discuss the ubiquity of Big Data and machine learning in society and propose that it evinces the need of further investigation of their fundamental limitations.…
cs.IT2021★ 1 cited
A Simplicity Bubble Problem in Formal-Theoretic Learning Systems
Felipe S. Abrahão, Hector Zenil, Fabio Porto +3
When mining large datasets in order to predict new data, limitations of the principles behind statistical machine learning pose a serious challenge not only to the Big Data deluge,…