logbook.json

{
  "schema_version": 1,
  "title": "Repro - Balancing Learning Rates Across Layers: Exact Two-Step Dynamics and Optimal Scaling in Linear Neural Networks",
  "emoji": "🎯",
  "space_id": "neonforestmist/layer-balancing-repro",
  "paper": {
    "arxiv_id": "2606.00340",
    "openreview_id": "4vztmTrGhd"
  },
  "tags": [
    "icml2026-repro",
    "paper-4vztmTrGhd"
  ],
  "updated_at": "2026-07-15T18:05:20+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Balancing Learning Rates Across Layers: Exact Two-Step Dynamics and Optimal Scaling in Linear Neural Networks",
    "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": "methods-and-provenance",
        "title": "Methods and provenance",
        "file": "pages/methods-and-provenance/page.md",
        "children": []
      },
      {
        "slug": "claim-1-theorem-5-3-exact-two-layer-dynamics",
        "title": "Claim 1 - Theorem 5.3 exact two-layer dynamics",
        "file": "pages/claim-1-theorem-5-3-exact-two-layer-dynamics/page.md",
        "children": []
      },
      {
        "slug": "claim-2-corollary-5-4-asymmetry-to-balance",
        "title": "Claim 2 - Corollary 5.4 asymmetry to balance",
        "file": "pages/claim-2-corollary-5-4-asymmetry-to-balance/page.md",
        "children": []
      },
      {
        "slug": "claim-3-theorem-5-5-three-layer-scaling",
        "title": "Claim 3 - Theorem 5.5 three-layer scaling",
        "file": "pages/claim-3-theorem-5-5-three-layer-scaling/page.md",
        "children": []
      },
      {
        "slug": "claim-4-corollary-5-6-three-layer-transition",
        "title": "Claim 4 - Corollary 5.6 three-layer transition",
        "file": "pages/claim-4-corollary-5-6-three-layer-transition/page.md",
        "children": []
      },
      {
        "slug": "claim-5-proposition-5-1-gradient-decomposition",
        "title": "Claim 5 - Proposition 5.1 gradient decomposition",
        "file": "pages/claim-5-proposition-5-1-gradient-decomposition/page.md",
        "children": []
      },
      {
        "slug": "gaussian-robustness",
        "title": "Gaussian robustness",
        "file": "pages/gaussian-robustness/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "layer-balancing-repro",
        "title": "layer-balancing-repro",
        "file": "pages/layer-balancing-repro/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 9437,
  "revision": "1784138720088435000"
}