Pith Number

pith:22XRB2HS

pith:2023:22XRB2HS5CLV56IRGU4IIKKAZV

not attested not anchored not stored refs pending

Fast parameter estimation of Generalized Extreme Value distribution using Neural Networks

Alexis Hoffman, Douglas W. Nychka, Soumendra Lahiri, Soutir Bandyopadhyay, Stephan R. Sain, Sweta Rai

arxiv:2305.04341 v1 · 2023-05-07 · stat.ML · cs.LG · stat.AP

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\usepackage{pith}
\pithnumber{22XRB2HS5CLV56IRGU4IIKKAZV}

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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

Modeling Spatial Extremal Dependence of Precipitation Using Distributional Neural Networks

Receipt and verification

First computed	2026-07-05T06:07:48.506635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6af10e8f2e8975ef9113538842940cd5a39952f4f4a355af6e9ea81e4fd6ad4

Aliases

arxiv: 2305.04341 · arxiv_version: 2305.04341v1 · doi: 10.48550/arxiv.2305.04341 · pith_short_12: 22XRB2HS5CLV · pith_short_16: 22XRB2HS5CLV56IR · pith_short_8: 22XRB2HS

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/22XRB2HS5CLV56IRGU4IIKKAZV \
  | 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: d6af10e8f2e8975ef9113538842940cd5a39952f4f4a355af6e9ea81e4fd6ad4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "352f8e24e8dae286c657f78f7e4ce98b98b1e461fb586981797ef7067f6be8bd",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-05-07T17:40:52Z",
    "title_canon_sha256": "05141239b1154fbb46016717bb9b39ac8605f3eec95fa220d3643b143d8e060b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04341",
    "kind": "arxiv",
    "version": 1
  }
}