Pith Number

pith:S6GNDR5M

pith:2018:S6GNDR5MSBIUY7R6ZVCRE36QRD

not attested not anchored not stored refs pending

Privacy-Preserving Distributed Deep Learning for Clinical Data

Brett K. Beaulieu-Jones, Samuel G. Finlayson, William Yuan, Zhiwei Steven Wu

arxiv:1812.01484 v1 · 2018-12-04 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S6GNDR5MSBIUY7R6ZVCRE36QRD}

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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

Distributed Deep Variational Approach for Privacy-preserving Data Release

Receipt and verification

First computed	2026-05-17T23:59:12.341451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

978cd1c7ac90514c7e3ecd45126fd088e4dd1a243a166656955d2bd44c452e3b

Aliases

arxiv: 1812.01484 · arxiv_version: 1812.01484v1 · doi: 10.48550/arxiv.1812.01484 · pith_short_12: S6GNDR5MSBIU · pith_short_16: S6GNDR5MSBIUY7R6 · pith_short_8: S6GNDR5M

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/S6GNDR5MSBIUY7R6ZVCRE36QRD \
  | 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: 978cd1c7ac90514c7e3ecd45126fd088e4dd1a243a166656955d2bd44c452e3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7f88c2829a7c67f0c29faf41ea7185f1fbf6a927e421d724abf39a3fc649a55",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-04T15:25:29Z",
    "title_canon_sha256": "76528b44dd28840a4fe62621b65ff699d6cb289f0f9538e9d79058adf390692c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.01484",
    "kind": "arxiv",
    "version": 1
  }
}