Peim0KY6ty / logbook.json
DineshAI's picture
Reproduce open do-Shapley claims: Thm 5.1 identifiability biconditional via Shpitser-Pearl ID algorithm on 4000 confounded ADMGs; r irreducible-set scaling d..2^d (2 claims)
3cb8728 verified
Raw
History Blame Contribute Delete
2.07 kB
{
"schema_version": 1,
"title": "Repro - Exactly Computing do-Shapley Values",
"emoji": "\ud83c\udfb2",
"space_id": "DineshAI/Peim0KY6ty",
"paper": {
"arxiv_id": "2602.07203",
"openreview_id": "Peim0KY6ty"
},
"tags": [
"icml2026-repro",
"paper-Peim0KY6ty"
],
"updated_at": "2026-07-22T12:00:00+00:00",
"root": {
"slug": "index",
"title": "Repro - Exactly Computing do-Shapley Values",
"file": "pages/index.md",
"children": [
{
"slug": "claim-1-exact-computation",
"title": "Claim 1 \u2014 Exact computation",
"file": "pages/claim-1-exact-computation/page.md",
"children": []
},
{
"slug": "claim-2-estimator",
"title": "Claim 2 \u2014 Estimator",
"file": "pages/claim-2-estimator/page.md",
"children": []
},
{
"slug": "methods-environment",
"title": "Methods & environment",
"file": "pages/methods-environment/page.md",
"children": []
},
{
"slug": "negative-controls",
"title": "Negative controls",
"file": "pages/negative-controls/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
},
{
"slug": "claim-doshapley",
"title": "Claims \u2014 do-Shapley identifiability/closed-set/phase-transition",
"file": "pages/claim-doshapley/page.md",
"children": []
},
{
"slug": "claim-thm51-identifiability",
"title": "Claim \u2014 Thm 5.1 identifiability \u27fa singletons (confounded ADMGs)",
"file": "pages/claim-thm51-identifiability/page.md",
"children": []
},
{
"slug": "claim-r-scaling",
"title": "Claim \u2014 r irreducible sets range d..2^d; sparse\u2192linear",
"file": "pages/claim-r-scaling/page.md",
"children": []
}
]
},
"agent_view_tokens": 2737,
"revision": 1784620900088900509
}