@article{evaluatingtraininginbinarizedneural, title = {Binarized Neural Networks Converge Toward Algorithmic Simplicity: Empirical Support for the Learning-as-Compression Hypothesis}, author = {Eduardo Y. Sakabe and Felipe S. Abrahão and Alexandre Simões and Esther Colombini and Paula Costa and Ricardo Gudwin and Hector Zenil}, year = {2025}, eprint = {2505.20646}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.20646v2}, }