Pith Number

pith:UHDGXGKQ

pith:2023:UHDGXGKQXLCYGKPO3NG7JF6IUU

not attested not anchored not stored refs pending

Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling

Francesco Locatello, Volkan Cevher, Zhenyu Zhu

arxiv:2310.18123 v1 · 2023-10-27 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UHDGXGKQXLCYGKPO3NG7JF6IUU}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Intervention-Based Time Series Causal Discovery via Simulator-Generated Interventional Distributions

Receipt and verification

First computed	2026-07-05T07:05:57.494391Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1c66b9950bac58329eedb4df497c8a5082b4a2c491cb2d5291855b32cb687e6

Aliases

arxiv: 2310.18123 · arxiv_version: 2310.18123v1 · doi: 10.48550/arxiv.2310.18123 · pith_short_12: UHDGXGKQXLCY · pith_short_16: UHDGXGKQXLCYGKPO · pith_short_8: UHDGXGKQ

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/UHDGXGKQXLCYGKPO3NG7JF6IUU \
  | 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: a1c66b9950bac58329eedb4df497c8a5082b4a2c491cb2d5291855b32cb687e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f496803f8a02b463d1a897b08693c9112d61e64b1550263638526a5108976497",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-27T13:09:56Z",
    "title_canon_sha256": "7c40617c87c8b659393c5dcaa896933ccf6797bf73876da87dcee70a1b64d562"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.18123",
    "kind": "arxiv",
    "version": 1
  }
}