Pith Number

pith:CVP2ALLB

pith:2025:CVP2ALLBIXLADXLBO4CD5AN4NQ

not attested not anchored not stored refs pending

Random Client Selection on Contrastive Federated Learning for Tabular Data

Achmad Ginanjar, Priyanka Singh, Wen Hua, Xue Li

arxiv:2505.10759 v1 · 2025-05-16 · cs.LG · cs.CR · 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{CVP2ALLBIXLADXLBO4CD5AN4NQ}

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	2026-07-05T11:04:05.034387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

155fa02d6145d601dd6177043e81bc6c3339e76562c4990805c298c725f02edc

Aliases

arxiv: 2505.10759 · arxiv_version: 2505.10759v1 · doi: 10.48550/arxiv.2505.10759 · pith_short_12: CVP2ALLBIXLA · pith_short_16: CVP2ALLBIXLADXLB · pith_short_8: CVP2ALLB

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/CVP2ALLBIXLADXLBO4CD5AN4NQ \
  | 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: 155fa02d6145d601dd6177043e81bc6c3339e76562c4990805c298c725f02edc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2dfa8b86456329a3eb2b75d747565808efe4947dcecd3e37e000b54899e7a587",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-16T00:20:02Z",
    "title_canon_sha256": "38a31d869716b076c611eaddab303c82bdf98c4ec2285d968b253c2a39e7abe0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10759",
    "kind": "arxiv",
    "version": 1
  }
}