Pith Number

pith:3KYTDU3T

pith:2019:3KYTDU3TPDTQ23VLII52P47Q27

not attested not anchored not stored refs pending

On Generalization Bounds of a Family of Recurrent Neural Networks

Minshuo Chen, Tuo Zhao, Xingguo Li

arxiv:1910.12947 v2 · 2019-10-28 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{3KYTDU3TPDTQ23VLII52P47Q27}

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Record completeness

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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

Cold-Start Forecasting of New Product Life-Cycles via Conditional Diffusion Models

Receipt and verification

First computed	2026-07-05T00:16:39.441606Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dab131d37378e70d6eab423ba7f3f0d7fd018ee626dea97fb0c37b882cad5910

Aliases

arxiv: 1910.12947 · arxiv_version: 1910.12947v2 · doi: 10.48550/arxiv.1910.12947 · pith_short_12: 3KYTDU3TPDTQ · pith_short_16: 3KYTDU3TPDTQ23VL · pith_short_8: 3KYTDU3T

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/3KYTDU3TPDTQ23VLII52P47Q27 \
  | 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: dab131d37378e70d6eab423ba7f3f0d7fd018ee626dea97fb0c37b882cad5910

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d89a531e0cf9e8dfeaca71cdedc31aa8090787a1a9e9b9df1de1909cfa042345",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-28T20:12:16Z",
    "title_canon_sha256": "982e34169a1c412601a928d9c2b82e65a9451e5f41dec3cc112bf99801dd3cff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.12947",
    "kind": "arxiv",
    "version": 2
  }
}