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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask · HackerPapers discussions</title><link>https://hackerpaper.kaipfister.de/p/1905.01067/</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/1905.01067/feed.xml" rel="self" type="application/rss+xml" /><item><title>Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask — mentioned by nil-sec</title><link>https://news.ycombinator.com/item?id=22520218</link><guid isPermaLink="false">urn:hackerpapers:mention:1905.01067:22520218</guid><pubDate>Sun, 08 Mar 2020 20:03:53 GMT</pubDate><description>&lt;p&gt;What you are stating is the original Lottery Ticket Hypothesis. What they prove in this paper is the stronger version, empirically noticed here https://arxiv.org/abs/1905.01067 and referred to as &amp;quot;supermasks&amp;quot;. To quote from the paper posted here: &amp;quot;within a sufficiently overparameterized neural network with random weights (e.g. at initialization), there exists a subnetwork that achieves competitive accuracy&amp;quot;. Edit: See also https://arxiv.org/abs/1911.13299&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/1905.01067/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.LG</category></item><item><title>Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask — mentioned by bitforger</title><link>https://news.ycombinator.com/item?id=19942588</link><guid isPermaLink="false">urn:hackerpapers:mention:1905.01067:19942588</guid><pubDate>Fri, 17 May 2019 19:17:33 GMT</pubDate><description>&lt;p&gt;Follow up from ICLR really elucidates some of the questions raised by this: https://eng.uber.com/deconstructing-lottery-tickets/ https://arxiv.org/abs/1905.01067&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/1905.01067/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.LG</category></item></channel></rss>
