Pith Number

pith:PF3XJQ7S

pith:2024:PF3XJQ7SFXKBLTOTNEUTOZ2CMD

not attested not anchored not stored refs pending

Causal Adjacency Learning for Spatiotemporal Prediction Over Graphs

Baohua Yan, Longxiang Zhang, Qingyuan Liu, Xuan Di, Zhaobin Mo

arxiv:2411.16142 v1 · 2024-11-25 · 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{PF3XJQ7SFXKBLTOTNEUTOZ2CMD}

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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

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering

Receipt and verification

First computed	2026-07-05T09:40:05.056837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

797774c3f22dd415cdd3692937674260e0e7f3168f4f452660e02f46efc4d541

Aliases

arxiv: 2411.16142 · arxiv_version: 2411.16142v1 · doi: 10.48550/arxiv.2411.16142 · pith_short_12: PF3XJQ7SFXKB · pith_short_16: PF3XJQ7SFXKBLTOT · pith_short_8: PF3XJQ7S

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/PF3XJQ7SFXKBLTOTNEUTOZ2CMD \
  | 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: 797774c3f22dd415cdd3692937674260e0e7f3168f4f452660e02f46efc4d541

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3d79c0f6bc81be056e0abf8c395f5eb3b2e4d818282d5cb52f04ac642883c08",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T07:05:27Z",
    "title_canon_sha256": "d5584980c0d61273e779817e38204fafd9afb9f3649379a0eda71e99c53678aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16142",
    "kind": "arxiv",
    "version": 1
  }
}