{
  "schema_version": 1,
  "title": "Repro - Learning-Augmented Online Covering Problems",
  "emoji": "🎯",
  "space_id": "rdubwiley/learning-augmented-online-covering-problems-repro",
  "paper": {
    "arxiv_id": "2507.06032"
  },
  "tags": [
    "icml2026-repro",
    "paper-vbty65Z76C"
  ],
  "updated_at": "2026-07-18T02:23:11+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Learning-Augmented Online Covering Problems",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-framework-converts-online-algorithm-with-competitive-ratio-k-into-one-with-where-is-prediction-error",
        "title": "Claim 1: Framework converts online algorithm with competitive ratio ρ(k,·) into one with ρ(η,·) where η is prediction error",
        "file": "pages/claim-1-framework-converts-online-algorithm-with-competitive-ratio-k-into-one-with-where-is-prediction-error/page.md",
        "children": []
      },
      {
        "slug": "claim-2-with-accurate-enough-prediction-resulting-competitive-ratio-breaks-through-worst-case-online-lower-bounds",
        "title": "Claim 2: With accurate enough prediction, resulting competitive ratio breaks through worst-case online lower bounds",
        "file": "pages/claim-2-with-accurate-enough-prediction-resulting-competitive-ratio-breaks-through-worst-case-online-lower-bounds/page.md",
        "children": []
      },
      {
        "slug": "claim-3-degrades-smoothly-as-prediction-error-grows-applies-to-facility-location-steiner-problems-set-cover",
        "title": "Claim 3: Degrades smoothly as prediction error grows, applies to facility location, Steiner problems, set cover",
        "file": "pages/claim-3-degrades-smoothly-as-prediction-error-grows-applies-to-facility-location-steiner-problems-set-cover/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 4896,
  "revision": "1784341391595631695"
}