{
  "schema_version": 1,
  "title": "Repro - FiBeR DP-Noise Attenuation (uMdZHVXdOL)",
  "emoji": "🔇",
  "space_id": "DineshAI/uMdZHVXdOL",
  "paper": {
    "arxiv_id": "2605.03425",
    "openreview_id": "uMdZHVXdOL",
    "title": "FiBeR: A Differentially Private Optimizer with Filter-Aware Innovation Bias Correction"
  },
  "tags": [
    "icml2026-repro",
    "paper-uMdZHVXdOL",
    "google-colab-g4",
    "gpu-rtx-pro-6000-blackwell"
  ],
  "updated_at": "2026-07-23T03:08:48+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - FiBeR DP-Noise Attenuation (uMdZHVXdOL)",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-attenuation",
        "title": "Claim 1 — Attenuation identity",
        "file": "pages/claim-attenuation/page.md",
        "children": []
      },
      {
        "slug": "methods-environment",
        "title": "Methods & hardware — CPU C1 + Colab G4 training",
        "file": "pages/methods-environment/page.md",
        "children": []
      },
      {
        "slug": "negative-controls",
        "title": "Negative controls",
        "file": "pages/negative-controls/page.md",
        "children": []
      },
      {
        "slug": "claim-2-dp-training-comparison",
        "title": "Claim 2 — prior reduced-scale MNIST comparison",
        "file": "pages/claim-2-dp-training-comparison/page.md",
        "children": []
      },
      {
        "slug": "claim-3-literal-attribution",
        "title": "Claim 3 — literal numeric-attribution audit",
        "file": "pages/claim-3-literal-attribution/page.md",
        "children": []
      },
      {
        "slug": "claim-2-cifar10-g4",
        "title": "Claim 2 — CNN5/CIFAR-10 G4 campaign",
        "file": "pages/claim-2-cifar10-g4/page.md",
        "children": []
      },
      {
        "slug": "claim-3-cifar100-g4",
        "title": "Claim 3 — WideResNet/CIFAR-100 G4 campaign",
        "file": "pages/claim-3-cifar100-g4/page.md",
        "children": []
      },
      {
        "slug": "claim-5-matched-compute-g4",
        "title": "Claim 5 — matched compute G4 campaign",
        "file": "pages/claim-5-matched-compute-g4/page.md",
        "children": []
      },
      {
        "slug": "claim-6-filter-ablation-g4",
        "title": "Claim 6 — filter ablation and omega sweep",
        "file": "pages/claim-6-filter-ablation-g4/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 8000,
  "revision": "1784776128000000000"
}