Pith Number

pith:WUPDPIWT

pith:2023:WUPDPIWT6EHDWK2J35ZS37RTOE

not attested not anchored not stored refs pending

Federated Skewed Label Learning with Logits Fusion

Bo Gao, Hao Tan, Min Liu, Runhan Li, Sheng Sun, Xuefeng Jiang, Yuwei Wang, Zhiyuan Wu

arxiv:2311.08202 v1 · 2023-11-14 · 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{WUPDPIWT6EHDWK2J35ZS37RTOE}

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

Robust Federated Learning against Noisy Clients via Masked Optimization

Receipt and verification

First computed	2026-07-05T07:12:41.695891Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b51e37a2d3f10e3b2b49df732dfe33713b5c4ceff86d2be31c64e69e1528152b

Aliases

arxiv: 2311.08202 · arxiv_version: 2311.08202v1 · doi: 10.48550/arxiv.2311.08202 · pith_short_12: WUPDPIWT6EHD · pith_short_16: WUPDPIWT6EHDWK2J · pith_short_8: WUPDPIWT

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/WUPDPIWT6EHDWK2J35ZS37RTOE \
  | 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: b51e37a2d3f10e3b2b49df732dfe33713b5c4ceff86d2be31c64e69e1528152b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a384ef79d6ce1d37c007dcbed2a6391b50b6328b607d3cb024223a96cb784b64",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-14T14:37:33Z",
    "title_canon_sha256": "876be67736d4913332af9829eb8d454d9f22acbafabe1b1396b0e6ea57b0b72d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08202",
    "kind": "arxiv",
    "version": 1
  }
}