Pith Number

pith:TFSN7CUM

pith:2023:TFSN7CUMG74GZXNCJTJEOGGLGS

not attested not anchored not stored refs pending

Private Learning with Public Features

Abhradeep Thakurta, Li Zhang, Nicolas Mayoraz, Shuang Song, Steffen Rendle, Walid Krichene

arxiv:2310.15454 v1 · 2023-10-24 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TFSN7CUMG74GZXNCJTJEOGGLGS}

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

On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations

Receipt and verification

First computed	2026-07-05T07:04:26.211513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9964df8a8c37f86cdda24cd24718cb34a208e2b715bcbaa5df23575182782539

Aliases

arxiv: 2310.15454 · arxiv_version: 2310.15454v1 · doi: 10.48550/arxiv.2310.15454 · pith_short_12: TFSN7CUMG74G · pith_short_16: TFSN7CUMG74GZXNC · pith_short_8: TFSN7CUM

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/TFSN7CUMG74GZXNCJTJEOGGLGS \
  | 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: 9964df8a8c37f86cdda24cd24718cb34a208e2b715bcbaa5df23575182782539

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23329364d76cd51b0f433deded91de4a28bc7919eeba75d645196bd8034cb458",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-24T01:59:28Z",
    "title_canon_sha256": "2bc22acbbeef5c6191209687ad7db858c07ad7051d13c93bb41fdaf5f0305bb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15454",
    "kind": "arxiv",
    "version": 1
  }
}