Pith Number

pith:TBPI4Y3X

pith:2023:TBPI4Y3XYIV2UJKQDR3AFRAA6W

not attested not anchored not stored refs pending

Provably Convergent Federated Trilevel Learning

Chengtao Jian, Jianwei Huang, Kai Yang, Tiancheng Wu, Yang Jiao

arxiv:2312.11835 v2 · 2023-12-19 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TBPI4Y3XYIV2UJKQDR3AFRAA6W}

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

CHAL: Council of Hierarchical Agentic Language

Receipt and verification

First computed	2026-07-05T07:36:05.096112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

985e8e6377c22baa25501c7602c400f59c04d16f544fe07b0b50d374f076cb85

Aliases

arxiv: 2312.11835 · arxiv_version: 2312.11835v2 · doi: 10.48550/arxiv.2312.11835 · pith_short_12: TBPI4Y3XYIV2 · pith_short_16: TBPI4Y3XYIV2UJKQ · pith_short_8: TBPI4Y3X

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/TBPI4Y3XYIV2UJKQDR3AFRAA6W \
  | 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: 985e8e6377c22baa25501c7602c400f59c04d16f544fe07b0b50d374f076cb85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db500f1138d0365923ecc257815b64f1004e31dbf6ba41502fad4f163739677e",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-19T04:03:47Z",
    "title_canon_sha256": "d69b04b32d69420d8077899b07aec134136558026c11f3fe98b478f31d5ab993"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11835",
    "kind": "arxiv",
    "version": 2
  }
}