Pith Number

pith:D2SR5BY6

pith:2018:D2SR5BY6JRM7UPMQTK57AOUUWW

not attested not anchored not stored refs pending

Fairness-aware Classification: Criterion, Convexity, and Bounds

Lu Zhang, Xintao Wu, Yongkai Wu

arxiv:1809.04737 v1 · 2018-09-13 · cs.LG · cs.AI · cs.CY · 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{D2SR5BY6JRM7UPMQTK57AOUUWW}

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.

Cited by

1 paper in Pith

RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility

Receipt and verification

First computed	2026-05-18T00:05:49.778658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ea51e871e4c59fa3d909abbf03a94b592f8b97781ff3e0b30a2a4eaa9c4359e

Aliases

arxiv: 1809.04737 · arxiv_version: 1809.04737v1 · doi: 10.48550/arxiv.1809.04737 · pith_short_12: D2SR5BY6JRM7 · pith_short_16: D2SR5BY6JRM7UPMQ · pith_short_8: D2SR5BY6

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/D2SR5BY6JRM7UPMQTK57AOUUWW \
  | 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: 1ea51e871e4c59fa3d909abbf03a94b592f8b97781ff3e0b30a2a4eaa9c4359e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8f5d2d8ec07f4ff8b6eeb2175b1ece22d9f4943781819eade469c83a4418a93",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-13T01:56:57Z",
    "title_canon_sha256": "871b2bd7cfb1aeefb5d13fa04af9df976df0fd78fd82ddf432c868a355ed6d5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.04737",
    "kind": "arxiv",
    "version": 1
  }
}