Pith Number

pith:EGXYD7IX

pith:2023:EGXYD7IXLNQWBTI3PIKYTFMC7V

not attested not anchored not stored refs pending

FedBone: Towards Large-Scale Federated Multi-Task Learning

Chenlong Gao, Qian Chen, Teng Zhang, Wuliang Huang, Xinlong Jiang, Yiqiang Chen

arxiv:2306.17465 v1 · 2023-06-30 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EGXYD7IXLNQWBTI3PIKYTFMC7V}

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

Many-Task Federated Fine-Tuning via Unified Task Vectors

Receipt and verification

First computed	2026-07-05T06:26:27.510479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

21af81fd175b6160cd1b7a15899582fd5a12e720e2e40a5be8cf8899b7ba2df4

Aliases

arxiv: 2306.17465 · arxiv_version: 2306.17465v1 · doi: 10.48550/arxiv.2306.17465 · pith_short_12: EGXYD7IXLNQW · pith_short_16: EGXYD7IXLNQWBTI3 · pith_short_8: EGXYD7IX

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/EGXYD7IXLNQWBTI3PIKYTFMC7V \
  | 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: 21af81fd175b6160cd1b7a15899582fd5a12e720e2e40a5be8cf8899b7ba2df4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be6d94dd924cfa67ff176437f81097898ab9491a5c768cdaab2682b4c1801e73",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-30T08:19:38Z",
    "title_canon_sha256": "8e1464b978242ec7187ad0064e62cd502c7d4d18e36042346576af720308d32c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.17465",
    "kind": "arxiv",
    "version": 1
  }
}