Pith Number

pith:SDTDVVDB

pith:2024:SDTDVVDB4XQFD32Y6C42BFX7HI

not attested not anchored not stored refs pending

Risk Management with Feature-Enriched Generative Adversarial Networks (FE-GAN)

Ling Chen

arxiv:2411.15519 v1 · 2024-11-23 · q-fin.RM · 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{SDTDVVDB4XQFD32Y6C42BFX7HI}

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

1 paper in Pith

Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events

Receipt and verification

First computed	2026-07-05T09:39:36.349532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90e63ad461e5e051ef58f0b9a096ff3a330ed255a4edbead1f003ff81008902f

Aliases

arxiv: 2411.15519 · arxiv_version: 2411.15519v1 · doi: 10.48550/arxiv.2411.15519 · pith_short_12: SDTDVVDB4XQF · pith_short_16: SDTDVVDB4XQFD32Y · pith_short_8: SDTDVVDB

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/SDTDVVDB4XQFD32Y6C42BFX7HI \
  | 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: 90e63ad461e5e051ef58f0b9a096ff3a330ed255a4edbead1f003ff81008902f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab438bf509c849768ee0f02035a66461b6b884b6ce36c23f1c8d113444ca484e",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.RM",
    "submitted_at": "2024-11-23T10:46:52Z",
    "title_canon_sha256": "04c42a642d0e9dc66344611ae6fef9b97d2bcdca45cac0d00a1fc852922b4fa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15519",
    "kind": "arxiv",
    "version": 1
  }
}