Pith Number

pith:UMBH4L2V

pith:2024:UMBH4L2VQJACWWS6QGVMR4RETJ

not attested not anchored not stored refs pending

AcceleratedLiNGAM: Learning Causal DAGs at the speed of GPUs

J. Zico Kolter, Victor Akinwande

arxiv:2403.03772 v1 · 2024-03-06 · cs.LG · cs.DC · 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{UMBH4L2VQJACWWS6QGVMR4RETJ}

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

SpinSVAR: Estimating Structural Vector Autoregression Assuming Sparse Input

Receipt and verification

First computed	2026-07-05T07:53:01.356185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3027e2f5582402b5a5e81aac8f2249a4443065458ce0853ecc00aae98cb3844

Aliases

arxiv: 2403.03772 · arxiv_version: 2403.03772v1 · doi: 10.48550/arxiv.2403.03772 · pith_short_12: UMBH4L2VQJAC · pith_short_16: UMBH4L2VQJACWWS6 · pith_short_8: UMBH4L2V

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/UMBH4L2VQJACWWS6QGVMR4RETJ \
  | 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: a3027e2f5582402b5a5e81aac8f2249a4443065458ce0853ecc00aae98cb3844

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "442e91bd05d9c33e8628c3e88fce3389c7f4ed550c5df7292c28db238652e095",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-06T15:06:11Z",
    "title_canon_sha256": "b98ae9bd2fd7fa395e6259bb44957286e44004fbb796444127d2e43a04748428"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03772",
    "kind": "arxiv",
    "version": 1
  }
}