Pith Number

pith:NRTBN3JO

pith:2023:NRTBN3JONZ3PODKYDCB7VPRAQP

not attested not anchored not stored refs pending

Personalized Federated Learning with Feature Alignment and Classifier Collaboration

Jian Xu, Shao-Lun Huang, Xinyi Tong

arxiv:2306.11867 v1 · 2023-06-20 · cs.LG · 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{NRTBN3JONZ3PODKYDCB7VPRAQP}

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

Pattern Recognition Tasks with Personalized Federated Learning

Receipt and verification

First computed	2026-07-05T06:23:07.886577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c6616ed2e6e76f70d581883fabe2083e541bd5cf8096018c484de637b9e8869

Aliases

arxiv: 2306.11867 · arxiv_version: 2306.11867v1 · doi: 10.48550/arxiv.2306.11867 · pith_short_12: NRTBN3JONZ3P · pith_short_16: NRTBN3JONZ3PODKY · pith_short_8: NRTBN3JO

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/NRTBN3JONZ3PODKYDCB7VPRAQP \
  | 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: 6c6616ed2e6e76f70d581883fabe2083e541bd5cf8096018c484de637b9e8869

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5d27b5479d14973df9baf8966b7acec45445ae0a566c2d984b9e6c4ed2251cd",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-20T19:58:58Z",
    "title_canon_sha256": "c03febd795fad9c927c59303814c6ca58b21d6819c9194d5710107ebc35ac7f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.11867",
    "kind": "arxiv",
    "version": 1
  }
}