[HN Gopher] Technical Debt in Machine Learning Systems (2015) [pdf] ___________________________________________________________________ Technical Debt in Machine Learning Systems (2015) [pdf] Author : earino Score : 35 points Date : 2020-01-06 11:47 UTC (11 hours ago) (HTM) web link (papers.nips.cc) (TXT) w3m dump (papers.nips.cc) | joe_the_user wrote: | This seems like a very useful framework to consider ML systems | in. | | The thing about an ML system as such is that such a system is | intended to turn big mounds of data into a | predictions/classification without a human having to directly | considered the multitude of questions otherwise addressed in | large scale software design. IE, a multitude of boundaries and | criteria are replaced by one criteria - "it works". The thing is | that this set of boundaries and criteria still exists even if | they individual setting the system considers the situation | solved. This manifests both as the world changing over time and | as other people not being perhaps as satisfied with the results | of the system as those who created it, this being just two | potential gotchas. | [deleted] | mistrial9 wrote: | YNews https://news.ycombinator.com/item?id=17341128 ___________________________________________________________________ (page generated 2020-01-06 23:00 UTC)