Pith Number

pith:5XUS5SGD

pith:2024:5XUS5SGDVHICKYIIN473ZWXMHI

not attested not anchored not stored refs pending

Federated Learning with Only Positive Labels by Exploring Label Correlations

Bo Du, Dacheng Tao, Dui Wang, Han Hu, Li Shen, Xuming An, Yonggang Wen, Yong Luo

arxiv:2404.15598 v1 · 2024-04-24 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5XUS5SGDVHICKYIIN473ZWXMHI}

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.

Receipt and verification

First computed	2026-07-05T08:11:30.319349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ede92ec8c3a9d02561086f3fbcdaec3a0aa6e8f24efb9d998114d04979f1980a

Aliases

arxiv: 2404.15598 · arxiv_version: 2404.15598v1 · doi: 10.48550/arxiv.2404.15598 · pith_short_12: 5XUS5SGDVHIC · pith_short_16: 5XUS5SGDVHICKYII · pith_short_8: 5XUS5SGD

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/5XUS5SGDVHICKYIIN473ZWXMHI \
  | 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: ede92ec8c3a9d02561086f3fbcdaec3a0aa6e8f24efb9d998114d04979f1980a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ae353b470065d1290fca0e39a1c5ddcaf02ec85154370aa1ba584ebce17c87b",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-24T02:22:50Z",
    "title_canon_sha256": "042a9623e25d4ce3ad3dc33b684e6fcb5e563e8afb9919b823dd2eafdc26deab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15598",
    "kind": "arxiv",
    "version": 1
  }
}