Pith Number

pith:BI7VMMRO

pith:2020:BI7VMMROI33T3IUHWMGEY6M3Z7

not attested not anchored not stored refs pending

Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)

Arsany Guirguis, El-Mahdi El-Mhamdi, L\^e Nguy\^en Hoang, Rachid Guerraoui, Sadegh Farhadkhani, S\'ebastien Rouault

arxiv:2008.00742 v5 · 2020-08-03 · 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{BI7VMMROI33T3IUHWMGEY6M3Z7}

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	2026-07-05T03:36:34.876186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a3f56322e46f73da287b30c4c799bcfd014dfc9585c2dedcf129709aefa322a

Aliases

arxiv: 2008.00742 · arxiv_version: 2008.00742v5 · doi: 10.48550/arxiv.2008.00742 · pith_short_12: BI7VMMROI33T · pith_short_16: BI7VMMROI33T3IUH · pith_short_8: BI7VMMRO

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/BI7VMMROI33T3IUHWMGEY6M3Z7 \
  | 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: 0a3f56322e46f73da287b30c4c799bcfd014dfc9585c2dedcf129709aefa322a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6accf08679cb1d01a82d2437df207dacb1842f07d3b87f64ee8800d5f4920e6f",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-03T09:44:07Z",
    "title_canon_sha256": "7045e005e84e9409b215a3076788d591affac2c120265b6c8aaa1ff4b8ff3d44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.00742",
    "kind": "arxiv",
    "version": 5
  }
}