Pith Number

pith:TANEHD5T

pith:2018:TANEHD5THFKXXP7GACZL4SD4G4

not attested not anchored not stored refs pending

On Consensus-Optimality Trade-offs in Collaborative Deep Learning

Aditya Balu, Chinmay Hegde, Soumik Sarkar, Zhanhong Jiang

arxiv:1805.12120 v1 · 2018-05-30 · stat.ML · cs.CV · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TANEHD5THFKXXP7GACZL4SD4G4}

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	2026-05-18T00:14:35.127176Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

981a438fb339557bbfe600b2be487c3722c4f37bb504f09cf257f96b3e472531

Aliases

arxiv: 1805.12120 · arxiv_version: 1805.12120v1 · doi: 10.48550/arxiv.1805.12120 · pith_short_12: TANEHD5THFKX · pith_short_16: TANEHD5THFKXXP7G · pith_short_8: TANEHD5T

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/TANEHD5THFKXXP7GACZL4SD4G4 \
  | 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: 981a438fb339557bbfe600b2be487c3722c4f37bb504f09cf257f96b3e472531

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16580339c429fdef2e954bb55e3f2f24feb02d3d79b65778863a4f23d0c19953",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-05-30T17:59:24Z",
    "title_canon_sha256": "5db3aca343a5522c6a9c51c29a90044f8cdc7930ac70f7e1892e7a56b59001b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.12120",
    "kind": "arxiv",
    "version": 1
  }
}