Pith Number

pith:2A23VTFT

pith:2023:2A23VTFTBRSAJZQWOJ4SIQ6LMG

not attested not anchored not stored refs pending

Toward the Tradeoffs between Privacy, Fairness and Utility in Federated Learning

Gaolei Li, Jianhua Li, Jing Wang, Kangkang Sun, Xiaojin Zhang, Xi Lin

arxiv:2311.18190 v1 · 2023-11-30 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2A23VTFTBRSAJZQWOJ4SIQ6LMG}

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

Engineering the Law-Machine Learning Translation Problem: Developing Legally Aligned Models

Receipt and verification

First computed	2026-07-05T07:18:38.421449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d035baccb30c6404e61672792443cb61bf68c5d6acb6607735d8e10bf9b0146e

Aliases

arxiv: 2311.18190 · arxiv_version: 2311.18190v1 · doi: 10.48550/arxiv.2311.18190 · pith_short_12: 2A23VTFTBRSA · pith_short_16: 2A23VTFTBRSAJZQW · pith_short_8: 2A23VTFT

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/2A23VTFTBRSAJZQWOJ4SIQ6LMG \
  | 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: d035baccb30c6404e61672792443cb61bf68c5d6acb6607735d8e10bf9b0146e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf355ce2d9ecd9fac0061e8f1f3d2e5d431da852eb6af15b1801d6b0bf693ccb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-30T02:19:35Z",
    "title_canon_sha256": "687573c77845ced1f06d512cb9cc6efd9286e7531f9ed108a78603c9ea3875f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.18190",
    "kind": "arxiv",
    "version": 1
  }
}