Pith Number

pith:RN2BFTJA

pith:2024:RN2BFTJAPO6DYO7IYOKIL3AEA2

not attested not anchored not stored refs pending

Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes

Aur\'elie Lozano, Dongxia Wu, Georgios Kollias, Ji\v{r}\'i Navr\'atil, Naoki Abe, Rose Yu, Tsuyoshi Id\'e, Yi-An Ma

arxiv:2402.03726 v2 · 2024-02-06 · 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{RN2BFTJAPO6DYO7IYOKIL3AEA2}

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.

Receipt and verification

First computed	2026-07-05T07:50:23.354077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b7412cd207bbc3c3be8c39485ec0406be86bde8b729890f3ec804206672b765

Aliases

arxiv: 2402.03726 · arxiv_version: 2402.03726v2 · doi: 10.48550/arxiv.2402.03726 · pith_short_12: RN2BFTJAPO6D · pith_short_16: RN2BFTJAPO6DYO7I · pith_short_8: RN2BFTJA

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/RN2BFTJAPO6DYO7IYOKIL3AEA2 \
  | 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: 8b7412cd207bbc3c3be8c39485ec0406be86bde8b729890f3ec804206672b765

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8570735ea76eed321abc5c9c9662f0b740b1b0afece9b4ee57a8f4a488a13ef9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-06T05:46:51Z",
    "title_canon_sha256": "8caac63bb23d2693c802e1f4216a7c565752d7a54d004be29694b903ee66f9a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03726",
    "kind": "arxiv",
    "version": 2
  }
}