logbook.json

{
  "schema_version": 1,
  "title": "Reproduction: Approximation Theory for Lipschitz Continuous Transformers",
  "emoji": "🎯",
  "space_id": "DineshAI/OVBpXUvwMi",
  "paper": "arXiv:2602.15503",
  "tags": [
    "icml2026-repro",
    "paper-OVBpXUvwMi"
  ],
  "updated_at": "2026-07-31T00:00:00+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Approximation Theory for Lipschitz Continuous Transformers",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-current",
        "title": "Claim 1 — MLP Euler layer",
        "file": "pages/claim-1-current/page.md",
        "children": []
      },
      {
        "slug": "claim-2-current",
        "title": "Claim 2 — shallow attention",
        "file": "pages/claim-2-current/page.md",
        "children": []
      },
      {
        "slug": "claim-3-current",
        "title": "Claim 3 — finite-depth composition",
        "file": "pages/claim-3-current/page.md",
        "children": []
      },
      {
        "slug": "claim-4-current",
        "title": "Claim 4 — universal approximation",
        "file": "pages/claim-4-current/page.md",
        "children": []
      },
      {
        "slug": "claim-5-current",
        "title": "Claim 5 — restricted Stone-Weierstrass",
        "file": "pages/claim-5-current/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion-current/page.md",
        "children": []
      }
    ]
  },
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  "revision": "26021503-lean-claims-4-5"
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