{
  "schema_version": 1,
  "title": "Repro - High-Dimensional Learning Dynamics of Quantized Models with STE",
  "emoji": "🎯",
  "space_id": "amkkk/quantized-ste-dynamics-repro",
  "paper": {
    "arxiv_id": "2510.10693",
    "openreview_id": "bI9moH3UZw",
    "title": "High-Dimensional Learning Dynamics of Quantized Models with Straight-Through Estimator",
    "authors": [
      "Yuma Ichikawa",
      "Shuhei Kashiwamura",
      "Ayaka Sakata"
    ],
    "venue": "ICML 2026"
  },
  "tags": [
    "icml2026-repro",
    "paper-bI9moH3UZw"
  ],
  "updated_at": "2026-07-20T06:00:12+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - High-Dimensional Learning Dynamics of Quantized Models with STE",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-ode-limit",
        "title": "Claim 1: ODE limit",
        "file": "pages/claim-1-ode-limit/page.md",
        "children": []
      },
      {
        "slug": "claim-2-plateau-sharp-drop",
        "title": "Claim 2: Plateau + sharp drop",
        "file": "pages/claim-2-plateau-sharp-drop/page.md",
        "children": []
      },
      {
        "slug": "claim-3-fixed-point-deviation",
        "title": "Claim 3: Fixed-point deviation",
        "file": "pages/claim-3-fixed-point-deviation/page.md",
        "children": []
      },
      {
        "slug": "methods",
        "title": "Methods",
        "file": "pages/methods/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "00-scorecard",
        "title": "00-scorecard",
        "file": "pages/00-scorecard/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 7401,
  "revision": "1784527212368564900"
}