Pith Number

pith:AVX7GHSR

pith:2024:AVX7GHSRLOAII6LS4DCEZI7NYQ

not attested not anchored not stored refs pending

GLOCALFAIR: Jointly Improving Global and Local Group Fairness in Federated Learning

Jian Liu, Jiaxin Zhang, Luyang Liu, Syed Irfan Ali Meerza

arxiv:2401.03562 v2 · 2024-01-07 · cs.LG · cs.AI · 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{AVX7GHSRLOAII6LS4DCEZI7NYQ}

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

Robust Server Defense Against Unreliable Clients in One-Shot Fair Collaborative Machine Learning

Receipt and verification

First computed	2026-07-05T09:14:53.499225Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

056ff31e515b80847972e0c44ca3edc42a03d3887082960df660e5c3c8496dfb

Aliases

arxiv: 2401.03562 · arxiv_version: 2401.03562v2 · doi: 10.48550/arxiv.2401.03562 · pith_short_12: AVX7GHSRLOAI · pith_short_16: AVX7GHSRLOAII6LS · pith_short_8: AVX7GHSR

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/AVX7GHSRLOAII6LS4DCEZI7NYQ \
  | 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: 056ff31e515b80847972e0c44ca3edc42a03d3887082960df660e5c3c8496dfb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4f6392ea49573fdaec3eeef9b518c78e32b4a79cdcb767075f6d7f2cf447d58",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-07T18:10:14Z",
    "title_canon_sha256": "5feb6d9275ccc9263394b990c3f2a3e1119e988f7bbec0b74fb1de646e9fcbc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.03562",
    "kind": "arxiv",
    "version": 2
  }
}