Pith Number

pith:KQYIPFAE

pith:2024:KQYIPFAESTEH667W6XEGCOJU4W

not attested not anchored not stored refs pending

Leveraging Generative Adversarial Networks for Addressing Data Imbalance in Financial Market Supervision

Kunyuan Ma, Mohan Jiang, Siyuan Han, Yaxin Liang, Yuan Chen, Zhen Xu

arxiv:2412.15222 v1 · 2024-12-04 · q-fin.CP · 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{KQYIPFAESTEH667W6XEGCOJU4W}

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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 Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence

Receipt and verification

First computed	2026-07-05T09:51:59.748469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

543087940494c87f7bf6f5c8613934e59b9e320ef0f264362f579a446407bf94

Aliases

arxiv: 2412.15222 · arxiv_version: 2412.15222v1 · doi: 10.48550/arxiv.2412.15222 · pith_short_12: KQYIPFAESTEH · pith_short_16: KQYIPFAESTEH667W · pith_short_8: KQYIPFAE

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/KQYIPFAESTEH667W6XEGCOJU4W \
  | 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: 543087940494c87f7bf6f5c8613934e59b9e320ef0f264362f579a446407bf94

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ff9a04de50b9b9e28f44b16a3efb370ed6737a62abb3ff2186ba90b803cb2c8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2024-12-04T08:06:47Z",
    "title_canon_sha256": "0015f56a7ad26dbba6b44931dd009f56f36c21d86dc353783612f2cf1f15fce5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15222",
    "kind": "arxiv",
    "version": 1
  }
}