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sophistication
on Nov 11, 2018
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Outlier Detection Techniques (2010) [pdf]
2010 is pre-deep learning revolution/hype, so these slides are outdated. See e.g.
https://arxiv.org/abs/1709.01907
https://arxiv.org/abs/1810.01403
tw1010
on Nov 11, 2018
[–]
Have you actually tried to implement outlier detection in production on any serious level? Most who do realize pretty quickly that deep learning is way overkill and finicky, and pretty soon head for resources like this.
sophistication
on Nov 11, 2018
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parent
[–]
The method in the first paper is in production, AFAIK. Also, outdated ≠ obsolete.
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