Pith Number

pith:G247VQ57

pith:2018:G247VQ57AUGLBXED2OLLLYNMPX

not attested not anchored not stored refs pending

Split learning for health: Distributed deep learning without sharing raw patient data

Otkrist Gupta, Praneeth Vepakomma, Ramesh Raskar, Tristan Swedish

arxiv:1812.00564 v1 · 2018-12-03 · cs.LG · 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{G247VQ57AUGLBXED2OLLLYNMPX}

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

22 papers in Pith

Reproducibility in Machine Learning for Health

Why SGD is not Brownian Motion: A New Perspective on Stochastic Dynamics

Can Vision Models Truly Forget? Mirage: Representation-Level Certification of Visual Unlearning

Federated Imputation under Heterogeneous Feature Spaces

Q-LocalAdam: Memory-Efficient Client-Side Adaptive Optimization for Edge Federated Learning

Receipt and verification

First computed	2026-05-17T23:59:21.000588Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36b9fac3bf050cb0dc83d396b5e1ac7dc0dff22976f0fcf965bc51ebb36de423

Aliases

arxiv: 1812.00564 · arxiv_version: 1812.00564v1 · doi: 10.48550/arxiv.1812.00564 · pith_short_12: G247VQ57AUGL · pith_short_16: G247VQ57AUGLBXED · pith_short_8: G247VQ57

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/G247VQ57AUGLBXED2OLLLYNMPX \
  | 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: 36b9fac3bf050cb0dc83d396b5e1ac7dc0dff22976f0fcf965bc51ebb36de423

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5cd40f26d7b5abef4cc9b950fe9cead754c18db377123103b256067aa107fd7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-03T05:43:20Z",
    "title_canon_sha256": "40455d5051a8a9a8008e1825eebf2349b633628817d1243c93e4bed7d04831d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.00564",
    "kind": "arxiv",
    "version": 1
  }
}