No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/1704.00708/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTNo Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis — mentioned by lawrenceyanhttps://news.ycombinator.com/item?id=19446947urn:hackerpapers:mention:1704.00708:19446947Wed, 20 Mar 2019 21:09:02 GMT<p>No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis [1]. Authored by Rong Ge, an absolute prodigy in the field if I might say. I&#x27;m sure we&#x27;ll be seeing a great deal more from him in solidifying the theory behind the current day trial and error sort of deep learning we have today. [1] https://arxiv.org/abs/1704.00708</p><p><a href="https://hackerpaper.kaipfister.de/p/1704.00708/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.LG