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repro-accelerating-regression-tasks-with-quantum-algorithms
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  "title": "Reproduction: Accelerating Regression Tasks with Quantum Algorithms",
  "emoji": "🎯",
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  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-TBSyYj4VV6"
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  "updated_at": "2026-08-03T04:44:49+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Accelerating Regression Tasks with Quantum Algorithms",
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        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-glm-sparsifier-complexity",
        "title": "Claim 1: GLM sparsifier complexity",
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        "children": []
      },
      {
        "slug": "claim-2-linear-regression",
        "title": "Claim 2: Linear regression",
        "file": "pages/claim-2-linear-regression/page.md",
        "children": []
      },
      {
        "slug": "claim-3-lasso-regression",
        "title": "Claim 3: Lasso regression",
        "file": "pages/claim-3-lasso-regression/page.md",
        "children": []
      },
      {
        "slug": "claim-4-ridge-regression",
        "title": "Claim 4: Ridge regression",
        "file": "pages/claim-4-ridge-regression/page.md",
        "children": []
      },
      {
        "slug": "claim-5-huber-regression",
        "title": "Claim 5: Huber regression",
        "file": "pages/claim-5-huber-regression/page.md",
        "children": []
      },
      {
        "slug": "claim-6-p-regression",
        "title": "Claim 6: ℓp regression",
        "file": "pages/claim-6-p-regression/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
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