Pith Number

pith:JSDPE3G5

pith:2019:JSDPE3G5J6QPBKOBYTZYQ66R7N

not attested not anchored not stored refs pending

Split Learning for collaborative deep learning in healthcare

Jayashree Kalpathy-Cramer, Ken Chang, Maarten G.Poirot, Praneeth Vepakomma, Rajiv Gupta, Ramesh Raskar

arxiv:1912.12115 v1 · 2019-12-27 · cs.LG · cs.DC · 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{JSDPE3G5J6QPBKOBYTZYQ66R7N}

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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

2 papers in Pith

What Does the Server See? Understanding Privacy Leakage from Large Language Models in Split Inference

HOSL: Hybrid-Order Split Learning for Memory-Constrained Edge Training

Receipt and verification

First computed	2026-07-05T00:28:40.127231Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c86f26cdd4fa0f0a9c1c4f3887bd1fb67e563f6c2cdf606c88fbd2c8821e0a4

Aliases

arxiv: 1912.12115 · arxiv_version: 1912.12115v1 · doi: 10.48550/arxiv.1912.12115 · pith_short_12: JSDPE3G5J6QP · pith_short_16: JSDPE3G5J6QPBKOB · pith_short_8: JSDPE3G5

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/JSDPE3G5J6QPBKOBYTZYQ66R7N \
  | 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: 4c86f26cdd4fa0f0a9c1c4f3887bd1fb67e563f6c2cdf606c88fbd2c8821e0a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52d8547ddc18b17c476295ecf50593faedf7f66f52015e9d5d8103e5c7fbe348",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-27T14:39:58Z",
    "title_canon_sha256": "7f689b1960137a68b772b66b48f7b8b06ec6b988a35731699bce5f7cd57b955a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.12115",
    "kind": "arxiv",
    "version": 1
  }
}