Pith Number

pith:WLSGZL6R

pith:2024:WLSGZL6RGW72IA5QUQKWCMV3OF

not attested not anchored not stored refs pending

Advancing Retail Data Science: Comprehensive Evaluation of Synthetic Data

Chi-Hua Wang, Guang Cheng, Joshua Mabry, Yu Xia

arxiv:2406.13130 v1 · 2024-06-19 · 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{WLSGZL6RGW72IA5QUQKWCMV3OF}

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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

When Does Synthetic Data Augmentation Improve Score-Based Imbalanced Classification?

Receipt and verification

First computed	2026-07-05T08:34:25.552738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2e46cafd135bfa403b0a4156132bb71417e5770a284650f48eac5eddc03b894

Aliases

arxiv: 2406.13130 · arxiv_version: 2406.13130v1 · doi: 10.48550/arxiv.2406.13130 · pith_short_12: WLSGZL6RGW72 · pith_short_16: WLSGZL6RGW72IA5Q · pith_short_8: WLSGZL6R

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/WLSGZL6RGW72IA5QUQKWCMV3OF \
  | 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: b2e46cafd135bfa403b0a4156132bb71417e5770a284650f48eac5eddc03b894

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe510c4a8d2cc77728c654c1a96cbaddc31fca913fd2a24dfe6ac7c047cc0d71",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-19T00:47:38Z",
    "title_canon_sha256": "db767303f5fda7ffee85c57d20479e5046726d68422804ee5b208b4fd6ede056"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13130",
    "kind": "arxiv",
    "version": 1
  }
}