File size: 2,537 Bytes
7563a1e
 
 
 
 
 
 
 
 
 
 
 
 
9832e03
7563a1e
 
 
 
 
9832e03
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7563a1e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9832e03
 
 
 
 
 
7563a1e
 
 
9832e03
 
7563a1e
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
{
  "schema_version": 1,
  "title": "Repro - LC-PB-SCM Identifiability (73YmKB7KpW)",
  "emoji": "🎯",
  "space_id": "DineshAI/73YmKB7KpW",
  "paper": {
    "openreview_id": "73YmKB7KpW",
    "title": "On the Identifiability of Poisson Branching Structural Causal Model Under Latent Confounding"
  },
  "tags": [
    "icml2026-repro",
    "paper-73YmKB7KpW"
  ],
  "updated_at": "2026-07-19T08:11:47+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - LC-PB-SCM Identifiability (73YmKB7KpW)",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "overview",
        "title": "Overview",
        "file": "pages/overview/page.md",
        "children": []
      },
      {
        "slug": "claim-1-trie-representation-theorem",
        "title": "Claim 1 β€” Trie representation theorem",
        "file": "pages/claim-1-trie-representation-theorem/page.md",
        "children": []
      },
      {
        "slug": "claim-2-3-var-identifiability",
        "title": "Claim 2 β€” 3-var identifiability",
        "file": "pages/claim-2-3-var-identifiability/page.md",
        "children": []
      },
      {
        "slug": "claim-3-practical-algorithm",
        "title": "Claim 3 β€” Practical algorithm",
        "file": "pages/claim-3-practical-algorithm/page.md",
        "children": []
      },
      {
        "slug": "claim-1-representation-theorem",
        "title": "Claim 1 β€” Trie representation theorem",
        "file": "pages/claim-1-representation-theorem/page.md",
        "children": []
      },
      {
        "slug": "claim-2-identifiability",
        "title": "Claim 2 β€” Complete 3-variable identifiability (iff, up to monomial equivalence)",
        "file": "pages/claim-2-identifiability/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-3-algorithm",
        "title": "Claim 3 β€” Practical algorithm (synthetic core)",
        "file": "pages/claim-3-algorithm/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 7440,
  "revision": "1784448707427219000"
}