Pith Number

pith:YKNBSANI

pith:2020:YKNBSANIUFPY2L2Q46VLJSLMBR

not attested not anchored not stored refs pending

Improving Federated Relational Data Modeling via Basis Alignment and Weight Penalty

Cen Chen, Chaochao Chen, Li Wang, Yilun Lin

arxiv:2011.11369 v1 · 2020-11-23 · 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{YKNBSANIUFPY2L2Q46VLJSLMBR}

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

Towards Communication-Efficient Decentralized Federated Graph Learning over Non-IID Data

Receipt and verification

First computed	2026-07-05T01:53:41.880755Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c29a1901a8a15f8d2f50e7aab4c96c0c76b769e1d91f1f64703915056b7335b1

Aliases

arxiv: 2011.11369 · arxiv_version: 2011.11369v1 · doi: 10.48550/arxiv.2011.11369 · pith_short_12: YKNBSANIUFPY · pith_short_16: YKNBSANIUFPY2L2Q · pith_short_8: YKNBSANI

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/YKNBSANIUFPY2L2Q46VLJSLMBR \
  | 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: c29a1901a8a15f8d2f50e7aab4c96c0c76b769e1d91f1f64703915056b7335b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea818a9d7e2c59a72d778598d9abbd198ea8ac2847d4d2eaac777a72d88508e6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-23T12:52:18Z",
    "title_canon_sha256": "2c6b33e74354fb8820dc845968a4506039789685c2ad68f67ae0d653536c8aad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.11369",
    "kind": "arxiv",
    "version": 1
  }
}