{
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  "affiliations": [
    "Department of Statistics and Data Science, Yale University, New Haven, CT 06511 USA",
    "Center for Frontier AI Research at Agency for Science, Technology, and Research (ASTAR), and College of Computing and Data Science at Nanyang Technological University, Singapore 639798",
    "Department of Computer Science, University of Toronto, Toronto, Ontario M5S 2E4, Canada, and Vector Institute, Toronto, Ontario M5G 1M1, Canada"
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      "name": "Sinho Chewi",
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      "orcid": "0009-0009-6704-8176"
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  "bibtex": "https://research.draconitic.com/paper/evgmkyey7fqbd.bib",
  "cited_by": 16,
  "doi": "10.1137/24m1696068",
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  "landing_url": "http://arxiv.org/abs/2409.10440",
  "language": "en",
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  "licence_label": "Licence not stated",
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  "pdf_url": "https://arxiv.org/pdf/2409.10440",
  "pmcid": null,
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  "published": "2026-07-23",
  "publisher": "Society for Industrial and Applied Mathematics",
  "ris": "https://research.draconitic.com/paper/evgmkyey7fqbd.ris",
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  "title": "Uniform-in-\\({N}\\) Log-Sobolev Inequality for the Mean-Field Langevin Dynamics with Convex Energy",
  "title_text": "Uniform-in-N Log-Sobolev Inequality for the Mean-Field Langevin Dynamics with Convex Energy",
  "type": "peer-reviewed",
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  "url": "https://research.draconitic.com/paper/evgmkyey7fqbd",
  "venue": "SIAM Journal on Mathematical Analysis",
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