How Discrimination occurs in Data Analytics and Machine Learning: Proxy Variables

Posted by George Cevora on Feb 11, 2020 10:05:13 PM
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Topics: data analysis, ai, bias, discrimination, data analytics, machine learning, proxy variables

Topological Data Analysis

Posted by Ian Bailey on Jun 24, 2019 5:54:19 PM

Computers are reasonably good at analyzing large datasets, but there is one class of problem where they require a bit of help from puny humans – high dimensional datasets. By “high-dimensional” we mean “wide”, as in lots of columns. When we have wide data, it’s very hard to spot commonalities across a number of those columns. For example, if we have data from a large number of sensors, and all of them have something to say about what’s going on, it’s very hard to detect what is similar about all those readings when a particular type of event occurs.

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Topics: data analysis

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