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"schema_version": 1,
"title": "Reproduction: Networked Information Aggregation for Binary Classification",
"emoji": "🎯",
"space_id": "ProCreations/repro-networked-information-aggregation-for-binary-classification",
"paper": {
"arxiv_id": "2605.01082"
},
"tags": [
"icml2026-repro",
"paper-mrtg4NmvAe"
],
"updated_at": "2026-07-22T10:28:07+00:00",
"root": {
"slug": "index",
"title": "Reproduction: Networked Information Aggregation for Binary Classification",
"file": "pages/index.md",
"children": [
{
"slug": "executive-summary",
"title": "Executive summary",
"file": "pages/executive-summary/page.md",
"children": []
},
{
"slug": "claim-1-depth-upper-bound",
"title": "Claim 1: Depth upper bound",
"file": "pages/claim-1-depth-upper-bound/page.md",
"children": []
},
{
"slug": "claim-2-depth-lower-bound",
"title": "Claim 2: Depth lower bound",
"file": "pages/claim-2-depth-lower-bound/page.md",
"children": []
},
{
"slug": "claim-3-residual-orthogonality",
"title": "Claim 3: Residual orthogonality",
"file": "pages/claim-3-residual-orthogonality/page.md",
"children": []
},
{
"slug": "claim-4-bce-kl-decomposition",
"title": "Claim 4: BCE/KL decomposition",
"file": "pages/claim-4-bce-kl-decomposition/page.md",
"children": []
},
{
"slug": "claim-5-logit-passing-protocol",
"title": "Claim 5: Logit-passing protocol",
"file": "pages/claim-5-logit-passing-protocol/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
}
]
},
"agent_view_tokens": 1400,
"revision": "1784716087001863000"
}
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