Pith Number

pith:QWHMX6LX

pith:2021:QWHMX6LX7LAF2Y7LRXAPCDYGOT

not attested not anchored not stored refs pending

Federated Learning as a Mean-Field Game

Arash Mehrjou

arxiv:2107.03770 v1 · 2021-07-08 · stat.ML · cs.LG · math.DS · math.OC · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QWHMX6LX7LAF2Y7LRXAPCDYGOT}

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

1 paper in Pith

MEMOA: Massive Mixtures of Online Agents via Mean-Field Decentralized Nash Equilibria

Receipt and verification

First computed	2026-07-05T02:56:19.173851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

858ecbf977fac05d63eb8dc0f10f0674c4ca8498855919d9388b765713e5307e

Aliases

arxiv: 2107.03770 · arxiv_version: 2107.03770v1 · doi: 10.48550/arxiv.2107.03770 · pith_short_12: QWHMX6LX7LAF · pith_short_16: QWHMX6LX7LAF2Y7L · pith_short_8: QWHMX6LX

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/QWHMX6LX7LAF2Y7LRXAPCDYGOT \
  | 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: 858ecbf977fac05d63eb8dc0f10f0674c4ca8498855919d9388b765713e5307e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3dd5f2ae8d46a815ddd32f65f7f1aacca7fef2569d2df625b345637337d0ea82",
    "cross_cats_sorted": [
      "cs.LG",
      "math.DS",
      "math.OC",
      "math.PR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-07-08T11:31:51Z",
    "title_canon_sha256": "b3a072ffd610c58394cfaae2fc4cd52886685a73bb86fd0419c280b02cfccbfc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.03770",
    "kind": "arxiv",
    "version": 1
  }
}