Pith Number

pith:PCJBXGBH

pith:2023:PCJBXGBHL4SNUI7W4NMZU5W3XX

not attested not anchored not stored refs pending

Rare Event Probability Learning by Normalizing Flows

Dinghuai Zhang, Duane S. Boning, Luca Daniel, Zhenggqi Gao

arxiv:2310.19167 v1 · 2023-10-29 · cs.LG · cs.AI · 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{PCJBXGBHL4SNUI7W4NMZU5W3XX}

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.

Cited by

2 papers in Pith

High-dimensional reliability-oriented Shapley effect estimation with Normalizing Flows

Sequential Monte Carlo for Resilient Networks: Assessment, Mitigation, and Generative Modeling

Receipt and verification

First computed	2026-07-05T07:06:46.966019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78921b98275f24da23f6e3599a76dbbdfed29e5c490d1d7b6354ae7c9ed1d2f0

Aliases

arxiv: 2310.19167 · arxiv_version: 2310.19167v1 · doi: 10.48550/arxiv.2310.19167 · pith_short_12: PCJBXGBHL4SN · pith_short_16: PCJBXGBHL4SNUI7W · pith_short_8: PCJBXGBH

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/PCJBXGBHL4SNUI7W4NMZU5W3XX \
  | 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: 78921b98275f24da23f6e3599a76dbbdfed29e5c490d1d7b6354ae7c9ed1d2f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8d3014d685122bdb1041e141758f6ac83de53c0267414c4ac8178306003b66d",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-29T21:59:33Z",
    "title_canon_sha256": "78d45012cdfa7e2289ee95a392a3c7e271758574a21aa6a3ff2fa2d73b69615e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19167",
    "kind": "arxiv",
    "version": 1
  }
}