💡 TIL/Paper Review

Hidden Technical Debt in Machine Learning Systems (2)

Hidden Technical Debt in Machine Learning Systems Part of Advances in Neural Information Processing Systems 28 (NIPS 2015) Abstract Machine learning offers a fantastically powerful toolkit for building useful complexprediction systems quickly. This paper argues it is dangerous to think ofthese quick wins as coming for free. Using the software engineering frameworkof technical debt, we find it is..

Hidden Technical Debt in Machine Learning Systems (1)

Hidden Technical Debt in Machine Learning Systems Part of Advances in Neural Information Processing Systems 28 (NIPS 2015) Abstract Machine learning offers a fantastically powerful toolkit for building useful complexprediction systems quickly. This paper argues it is dangerous to think ofthese quick wins as coming for free. Using the software engineering frameworkof technical debt, we find it is..