{
  "title": "Multi-task Linear Regression without Eigenvalue Lower Bounds: Adaptivity, Robustness, and Safety",
  "orid": "D5Ijcnz1L9",
  "space_id": "neonforestmist/mtlr-no-eigenvalue-lower-bounds-repro",
  "forecast": "12/12",
  "repair": "claim-faithful-v3",
  "repaired_at": "2026-07-27T19:01:03.539404+00:00",
  "pages": [
    "01-establishes-in-sample-mse-bound-task",
    "02-transfer-guarantee-inlier-tasks-min",
    "03-assumption-balancedness-replaces-classical-lower",
    "04-extends-in-sample-mse-guarantees-population",
    "05-extends-same-adaptive-safety-transfer",
    "06-algorithm-solves-joint-convex-objective",
    "conclusion"
  ],
  "artifacts": [
    "evidence/claim_1.json",
    "evidence/claim_2.json",
    "evidence/claim_3.json",
    "evidence/claim_4.json",
    "evidence/claim_5.json",
    "evidence/claim_6.json"
  ],
  "cpu_only": true
}