Pith Number

pith:SLZMRH23

pith:2024:SLZMRH23C7XV6KYTXDCFUVNNDN

not attested not anchored not stored refs pending

Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior (Extended Version)

Dongmei Zhang, Jiaru Zhang, Pingchuan Ma, Qiang Fu, Rui Ding, Shi Han, Shuai Wang

arxiv:2406.10537 v1 · 2024-06-15 · cs.LG · cs.AI · stat.ML

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\usepackage{pith}
\pithnumber{SLZMRH23C7XV6KYTXDCFUVNNDN}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Differentiable Causal Discovery For Latent Hierarchical Causal Models

Receipt and verification

First computed	2026-07-05T08:32:18.107780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92f2c89f5b17ef5f2b13b8c45a55ad1b7ec90227963e68c0428e33345ce04fb9

Aliases

arxiv: 2406.10537 · arxiv_version: 2406.10537v1 · doi: 10.48550/arxiv.2406.10537 · pith_short_12: SLZMRH23C7XV · pith_short_16: SLZMRH23C7XV6KYT · pith_short_8: SLZMRH23

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/SLZMRH23C7XV6KYTXDCFUVNNDN \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 92f2c89f5b17ef5f2b13b8c45a55ad1b7ec90227963e68c0428e33345ce04fb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0132b80f92e9f1fe0c0bd537b7fd86ce925f3af6fd1d5faf49c4eec71aad3041",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-15T07:40:36Z",
    "title_canon_sha256": "f67b4145a66b0714d4147b60f87cd50fd55bdf25ffa176389d145d7f55432372"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.10537",
    "kind": "arxiv",
    "version": 1
  }
}