Pith Number

pith:4FGUZLDR

pith:2025:4FGUZLDRPCL36SIXDUS4G2GUOQ

not attested not anchored not stored refs pending

Theoretical guarantees for neural estimators in parametric statistics

Almut R\"odder, Manuel Hentschel, Sebastian Engelke

arxiv:2506.18508 v1 · 2025-06-23 · stat.ML · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4FGUZLDRPCL36SIXDUS4G2GUOQ}

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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

A sub-asymptotic model for bivariate threshold exceedances

Receipt and verification

First computed	2026-07-05T11:25:51.103836Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e14d4cac717897bf49171d25c368d4741188244e845d8c894bfcd5c5c60b8fe4

Aliases

arxiv: 2506.18508 · arxiv_version: 2506.18508v1 · doi: 10.48550/arxiv.2506.18508 · pith_short_12: 4FGUZLDRPCL3 · pith_short_16: 4FGUZLDRPCL36SIX · pith_short_8: 4FGUZLDR

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/4FGUZLDRPCL36SIXDUS4G2GUOQ \
  | 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: e14d4cac717897bf49171d25c368d4741188244e845d8c894bfcd5c5c60b8fe4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f0b54a38b304d4284a0c935f0d23361ec3dd14107490b1f9334021906d413f0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-06-23T11:02:08Z",
    "title_canon_sha256": "2f77d54b9c89b620f5af8346fb892bc0fa41554b1738ffcf3414babbf8cdaac3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18508",
    "kind": "arxiv",
    "version": 1
  }
}