Pith. sign in
Pith Number

pith:A2PYG2D3

pith:2024:A2PYG2D34F6QM7QJGGQM3NQBBJ
not attested not anchored not stored refs pending

Navigating Towards Fairness with Data Selection

Fang Chen, Feng Zhou, Xuhui Fan, Yang Wang, Yixuan Zhang, Zhidong Li

arxiv:2412.11072 v1 · 2024-12-15 · cs.LG · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{A2PYG2D34F6QM7QJGGQM3NQBBJ}

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 2026-07-05T09:49:26.978258Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

069f83687be17d067e0931a0cdb6010a4677223a393915bab58a84aa8df29d1f

Aliases

arxiv: 2412.11072 · arxiv_version: 2412.11072v1 · doi: 10.48550/arxiv.2412.11072 · pith_short_12: A2PYG2D34F6Q · pith_short_16: A2PYG2D34F6QM7QJ · pith_short_8: A2PYG2D3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/A2PYG2D34F6QM7QJGGQM3NQBBJ \
  | 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: 069f83687be17d067e0931a0cdb6010a4677223a393915bab58a84aa8df29d1f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e795a308c02a3940fb44dee2c093f8e1e7a2c3103a4b6f0a8495aa592003e4c7",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-15T06:11:05Z",
    "title_canon_sha256": "2fa37b5d75f457ddb3be0dea12a2dea9d14b81a991c2cc9d0e4a148698cd687b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11072",
    "kind": "arxiv",
    "version": 1
  }
}