Pith Number

pith:QN2B4LW7

pith:2021:QN2B4LW7LWUETTBBJLNTM2XFAX

not attested not anchored not stored refs pending

FairAutoML: Embracing Unfairness Mitigation in AutoML

Chi Wang, Qingyun Wu

arxiv:2111.06495 v2 · 2021-11-11 · 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{QN2B4LW7LWUETTBBJLNTM2XFAX}

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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

Exploring the impact of fairness-aware criteria in AutoML

Receipt and verification

First computed	2026-07-05T05:19:11.992413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83741e2edf5da849cc214adb366ae505e403c4141ab36efa6f8bd7ecba3b67c5

Aliases

arxiv: 2111.06495 · arxiv_version: 2111.06495v2 · doi: 10.48550/arxiv.2111.06495 · pith_short_12: QN2B4LW7LWUE · pith_short_16: QN2B4LW7LWUETTBB · pith_short_8: QN2B4LW7

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/QN2B4LW7LWUETTBBJLNTM2XFAX \
  | 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: 83741e2edf5da849cc214adb366ae505e403c4141ab36efa6f8bd7ecba3b67c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7003ba7a6c71bf48a4dd9ca230b9ed0c49bbc126fbb8b72be3cfb9dcda5582ff",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-11T23:08:34Z",
    "title_canon_sha256": "5519dffd09a16366eea8e3392427ff0b8fdad3b02ba13dfeccdf378041ac9d7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.06495",
    "kind": "arxiv",
    "version": 2
  }
}