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"schema_version": 1,
"title": "Reproduction: Online Social Welfare Function-based Resource Allocation",
"emoji": "🎯",
"space_id": "SabaPivot/repro-online-social-welfare-function-based-resource-allocation",
"paper": {
"arxiv_id": "2602.01400"
},
"tags": [
"arxiv:2602.01400",
"icml2026-repro",
"paper-qSNU4NmDpE"
],
"updated_at": "2026-07-31T04:36:00+00:00",
"root": {
"slug": "index",
"title": "Reproduction: Online Social Welfare Function-based Resource Allocation",
"file": "pages/index.md",
"children": [
{
"slug": "executive-summary",
"title": "Executive summary",
"file": "pages/executive-summary/page.md",
"children": []
},
{
"slug": "claim-3-policy-oracle-complexity",
"title": "Claim 3: Policy-oracle complexity and boundary",
"file": "pages/claim-3-policy-oracle-complexity/page.md",
"children": []
},
{
"slug": "claim-1-monotonicity-alone-suffices-to-lift-confidence-sequences-from-individual-utilities-to-anytime-valid-bounds-on-optimal-social-welfare",
"title": "Claim 1: Monotonicity alone suffices to lift confidence sequences from individual utilities to anytime-valid bounds on optimal social welfare",
"file": "pages/claim-1-monotonicity-alone-suffices-to-lift-confidence-sequences-from-individual-utilities-to-anytime-valid-bounds-on-optimal-social-welfare/page.md",
"children": []
},
{
"slug": "claim-2-swf-ucb-achieves-near-optimal-o-n-nkt-regret-for-swf-based-online-resource-allocation",
"title": "Claim 2: SWF-UCB achieves near-optimal O(n+√nkT) regret for SWF-based online resource allocation",
"file": "pages/claim-2-swf-ucb-achieves-near-optimal-o-n-nkt-regret-for-swf-based-online-resource-allocation/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
}
]
},
"agent_view_tokens": 10042,
"revision": "1784674121005639302"
}
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