Pith Number

pith:UDCJOYMI

pith:2023:UDCJOYMICSUTGPRBB62IMATVNT

not attested not anchored not stored refs pending

Systematic analysis of the impact of label noise correction on ML Fairness

C. Soares, I. Oliveira e Silva, I. Sousa, R. Ghani

arxiv:2306.15994 v1 · 2023-06-28 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UDCJOYMICSUTGPRBB62IMATVNT}

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.

Receipt and verification

First computed	2026-07-05T06:25:47.424151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0c497618814a9333e210fb48602756cfeb399bdbc2589c0aeb881774a9e1700

Aliases

arxiv: 2306.15994 · arxiv_version: 2306.15994v1 · doi: 10.48550/arxiv.2306.15994 · pith_short_12: UDCJOYMICSUT · pith_short_16: UDCJOYMICSUTGPRB · pith_short_8: UDCJOYMI

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/UDCJOYMICSUTGPRBB62IMATVNT \
  | 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: a0c497618814a9333e210fb48602756cfeb399bdbc2589c0aeb881774a9e1700

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1792a450ba7c1a01b258c6950bc3bbfc0cd837cff7847e4ecf61c72bfc72b168",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-28T08:08:14Z",
    "title_canon_sha256": "6316490ef7d62ac513be1e6f201fbaf0bda0b6e4220466d4341488d041725f67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15994",
    "kind": "arxiv",
    "version": 1
  }
}