Pith Number

pith:JQZWGL57

pith:2018:JQZWGL57HOKVLWN5LVGIIC3KYT

not attested not anchored not stored refs pending

Deep Neural Net with Attention for Multi-channel Multi-touch Attribution

Abhishek Pani, Chen Dong, Ning Li, Sai Kumar Arava, Zhenyu Yan

arxiv:1809.02230 v1 · 2018-09-06 · 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{JQZWGL57HOKVLWN5LVGIIC3KYT}

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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

2 papers in Pith

Deep Personalized Re-targeting

ALM-MTA:Front-Door Causal Multi-Touch Attribution Method for Creator-Ecosystem Optimization

Receipt and verification

First computed	2026-05-18T00:06:17.620639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c33632fbf3b9555d9bd5d4c840b6ac4d0c5c41367dfc6116c81370554571cea

Aliases

arxiv: 1809.02230 · arxiv_version: 1809.02230v1 · doi: 10.48550/arxiv.1809.02230 · pith_short_12: JQZWGL57HOKV · pith_short_16: JQZWGL57HOKVLWN5 · pith_short_8: JQZWGL57

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/JQZWGL57HOKVLWN5LVGIIC3KYT \
  | 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: 4c33632fbf3b9555d9bd5d4c840b6ac4d0c5c41367dfc6116c81370554571cea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "898e0775d9bb82ee614ff11782228b6bc8ef29f62a31b569d522a9f93cc0d1c4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-06T21:43:20Z",
    "title_canon_sha256": "5c234c630dd8d51ff358cd06d2ac0a97c6d4ddb625a6ed8490a9dff26d840a17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.02230",
    "kind": "arxiv",
    "version": 1
  }
}