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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Discrimination through optimization: How Facebook's ad delivery can lead to skewed outcomes · HackerPapers discussions</title><link>https://hackerpaper.kaipfister.de/p/1904.02095/</link><description>Collected HN comments and submissions linking this paper.</description><language>en</language><lastBuildDate>Mon, 02 Nov 2026 11:16:22 GMT</lastBuildDate><atom:link href="https://hackerpaper.kaipfister.de/p/1904.02095/feed.xml" rel="self" type="application/rss+xml" /><item><title>Discrimination through optimization: How Facebook's ad delivery can lead to skewed outcomes — mentioned by sapski</title><link>https://news.ycombinator.com/item?id=21786974</link><guid isPermaLink="false">urn:hackerpapers:mention:1904.02095:21786974</guid><pubDate>Sat, 14 Dec 2019 00:36:27 GMT</pubDate><description>&lt;p&gt;Author of the underlying study here. Facebook has been insisting that non-discrimination should be the responsibility of the purchasers, but we&amp;#x27;ve shown over [0] and over [1] again [2] that even when the advertiser targets all groups proportionally (no misuse of advertising options), Facebook subselects who to show their ads to in a skewed way, leaving the advertiser and the users no recourse. [0] https://arxiv.org/pdf/1904.02095.pdf [1] https://arxiv.org/pdf/1912.04255.pdf [2] https://sapiezynski.com/papers/sapiezynski2019algorithms.pdf&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/1904.02095/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.CY</category></item><item><title>Discrimination through optimization: How Facebook's ad delivery can lead to skewed outcomes — HN submission</title><link>https://news.ycombinator.com/item?id=19572191</link><guid isPermaLink="false">urn:hackerpapers:submission:1904.02095:19572191</guid><pubDate>Thu, 04 Apr 2019 13:46:21 GMT</pubDate><description>&lt;p&gt;Discrimination through optimization: How FB’s ad delivery can skew outcomes&lt;/p&gt;&lt;p&gt;&lt;/p&gt;&lt;p&gt;3 points; 1 discussion reply on HN. &lt;a href="https://hackerpaper.kaipfister.de/p/1904.02095/"&gt;Paper and source history&lt;/a&gt;. A submission is not an endorsement.&lt;/p&gt;</description><category>cs.CY</category></item></channel></rss>
