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A Survey of Algorithm Debt in Machine and Deep Learning Systems: Definition, Smells, and Future Work

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ACM Digital Library (TOPS, DTRAP, CSUR)(opens in a new tab)
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Summary

This ACM Computing Surveys article, published in Volume 58, Issue 11 (pages 1-35, August 2026), surveys algorithm debt in machine and deep learning systems. The source text provided here contains only the bibliographic citation and no article body, so the defining, smell-cataloguing and future-work content it names cannot be described.