| {"schema_version":1,"title":"Reproduction: Multi-task Linear Regression without Eigenvalue Lower Bounds","emoji":"🛡️","space_id":"ProCreations/repro-multi-task-linear-regression-without-eigenvalue-lower-bounds","paper":{"arxiv_id":"2605.17126"},"tags":["icml2026-repro","paper-D5Ijcnz1L9"],"updated_at":"2026-07-26T18:10:00+00:00","root":{"slug":"index","title":"Safe multi-task regression","file":"pages/index.md","children":[{"slug":"executive-summary","title":"Executive summary","file":"pages/executive-summary/page.md","children":[]},{"slug":"claim-1-safety","title":"Claim 1: safety","file":"pages/claim-1-safety/page.md","children":[]},{"slug":"claim-2-transfer","title":"Claim 2: transfer","file":"pages/claim-2-transfer/page.md","children":[]},{"slug":"claim-3-balancedness","title":"Claim 3: balancedness","file":"pages/claim-3-balancedness/page.md","children":[]},{"slug":"claim-4-population","title":"Claim 4: population risk","file":"pages/claim-4-population/page.md","children":[]},{"slug":"claim-5-glm","title":"Claim 5: GLMs","file":"pages/claim-5-glm/page.md","children":[]},{"slug":"claim-6-objective","title":"Claim 6: joint objective","file":"pages/claim-6-objective/page.md","children":[]},{"slug":"conclusion","title":"Conclusion","file":"pages/conclusion/page.md","children":[]}]},"agent_view_tokens":6600,"revision":"1785089400000000000"} | |