Pith Number

pith:E6K3ULYS

pith:2023:E6K3ULYSOGPJ4MIHJMKNGCZIKS

not attested not anchored not stored refs pending

Fairness-Aware Client Selection for Federated Learning

Han Yu, Yuxin Shi, Zelei Liu, Zhuan Shi

arxiv:2307.10738 v1 · 2023-07-20 · cs.LG · cs.AI · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E6K3ULYSOGPJ4MIHJMKNGCZIKS}

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	2026-07-05T06:33:09.548195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2795ba2f12719e9e31074b14d30b285484da234f8193bb70da2d1265e37c1fd2

Aliases

arxiv: 2307.10738 · arxiv_version: 2307.10738v1 · doi: 10.48550/arxiv.2307.10738 · pith_short_12: E6K3ULYSOGPJ · pith_short_16: E6K3ULYSOGPJ4MIH · pith_short_8: E6K3ULYS

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/E6K3ULYSOGPJ4MIHJMKNGCZIKS \
  | 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: 2795ba2f12719e9e31074b14d30b285484da234f8193bb70da2d1265e37c1fd2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39d22baa27c02b0884a2b784f538174b9270c0f1861521ed0f0f4bcfca92e90e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-20T10:04:55Z",
    "title_canon_sha256": "db2184765c18d197aaf8e84c513067ad8177e9ee380dff2c8540d6fac8fbfcc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10738",
    "kind": "arxiv",
    "version": 1
  }
}