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"schema_version": 2,
"title": "Reproduction: Learning Randomized Reductions",
"emoji": "🎯",
"space_id": "amkkk/repro-learning-randomized-reductions",
"paper": null,
"tags": [
"icml2026-repro",
"paper-hCAEcqig2C"
],
"updated_at": "2026-07-25T21:14:43+00:00",
"root": {
"slug": "index",
"title": "Reproduction: Learning Randomized Reductions",
"file": "pages/index.md",
"children": [
{
"slug": "executive-summary",
"title": "Executive summary",
"file": "pages/executive-summary/page.md",
"children": []
},
{
"slug": "claim-1-formalization-and-sample-complexity-analysis",
"title": "Claim 1: Formalization and sample-complexity analysis",
"file": "pages/claim-1-formalization-and-sample-complexity-analysis/page.md",
"children": []
},
{
"slug": "claim-2-rsr-bench-contains-80-benchmark-functions",
"title": "Claim 2: RSR-Bench contains 80 benchmark functions",
"file": "pages/claim-2-rsr-bench-contains-80-benchmark-functions/page.md",
"children": []
},
{
"slug": "claim-3-vanilla-bitween-discovers-rsrs-for-43-of-80-functions",
"title": "Claim 3: Vanilla Bitween discovers RSRs for 43 of 80 functions",
"file": "pages/claim-3-vanilla-bitween-discovers-rsrs-for-43-of-80-functions/page.md",
"children": []
},
{
"slug": "claim-4-agentic-bitween-discovers-rsrs-for-64-of-80-functions",
"title": "Claim 4: Agentic Bitween discovers RSRs for 64 of 80 functions",
"file": "pages/claim-4-agentic-bitween-discovers-rsrs-for-64-of-80-functions/page.md",
"children": []
},
{
"slug": "claim-5-regression-backend-outperforms-milp-backend",
"title": "Claim 5: Regression backend outperforms MILP backend",
"file": "pages/claim-5-regression-backend-outperforms-milp-backend/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
},
{
"slug": "methods-provenance",
"title": "Methods / provenance",
"file": "pages/methods-provenance/page.md",
"children": []
}
]
},
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