{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/symmetricdiffusers-learning-discrete","title":"SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups","arxiv_id":"2410.02942","date":"2024-10-03","proceeding":null,"authors":["Yongxing Zhang","Donglin Yang","Renjie Liao"],"abstract":"Finite symmetric groups $S_n$ are essential in fields such as combinatorics, physics, and chemistry. However, learning a probability distribution over $S_n$ poses significant challenges due to its intractable size and discrete nature. 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