Ask HN: What does your production machine learning pipeline look like?

Re:Ask HN: What does your production machine learning pipeli... by perlgeek on Wednesday March 08, 2017 @04:02PM (#13823747)

Couldn't user data make it into the model, and be reverse-engineered from it, if you used it to train the model?

I mean, machine learning models aren't designed as one-way cryptographic hash functions, so you can't be sure that some of the training data can be inferred through the model's behavior.

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Re:Ask HN: What does your production machine learning pipeli... by zek on Wednesday March 08, 2017 @05:06PM (#13824312)

Yes! there is an interesting paper on this subject: https://arxiv.org/abs/1609.02943

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Re:Ask HN: What does your production machine learning pipeli... by j_s on Wednesday March 08, 2017 @11:11PM (#13826920)

Counterpoint: https://arxiv.org/abs/1701.04082

Source: https://news.ycombinator.com/item?id=13824047

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