{
  "schema_version": 1,
  "title": "Repro - SVRG and Beyond via Posterior Correction",
  "emoji": "\ud83d\udd2c",
  "space_id": "bertfil/3NQSeJOfkz",
  "paper": {
    "arxiv_id": "2512.01930",
    "openreview_id": "3NQSeJOfkz",
    "title": "SVRG and Beyond via Posterior Correction",
    "url": "https://arxiv.org/abs/2512.01930"
  },
  "tags": [
    "icml2026-repro",
    "paper-3NQSeJOfkz"
  ],
  "updated_at": "2026-07-20T03:52:39+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - SVRG and Beyond via Posterior Correction",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "00-scored-evidence-summary",
        "title": "00 - Scored evidence summary",
        "file": "pages/00-scored-evidence-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-theorem-1-shows-that-applying-posterior-correction",
        "title": "Claim 1 - Theorem 1 shows that applying posterior correction with an i\u2026",
        "file": "pages/claim-1-theorem-1-shows-that-applying-posterior-correction/page.md",
        "children": []
      },
      {
        "slug": "claim-2-using-full-covariance-gaussian-posteriors-yields-a",
        "title": "Claim 2 - Using full-covariance Gaussian posteriors yields a Newton-li\u2026",
        "file": "pages/claim-2-using-full-covariance-gaussian-posteriors-yields-a/page.md",
        "children": []
      },
      {
        "slug": "claim-3-using-diagonal-covariance-gaussian-posteriors-with",
        "title": "Claim 3 - Using diagonal-covariance Gaussian posteriors with mega-batc\u2026",
        "file": "pages/claim-3-using-diagonal-covariance-gaussian-posteriors-with/page.md",
        "children": []
      },
      {
        "slug": "claim-4-the-variance-reduced-methods-show-consistent-gains",
        "title": "Claim 4 - The variance-reduced methods show consistent gains in finetu\u2026",
        "file": "pages/claim-4-the-variance-reduced-methods-show-consistent-gains/page.md",
        "children": []
      },
      {
        "slug": "reproduction-protocol-and-provenance",
        "title": "Reproduction protocol and provenance",
        "file": "pages/reproduction-protocol-and-provenance/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 4143,
  "revision": "1784519559537557800"
}