Pith Number

pith:6RCJO4XA

pith:2024:6RCJO4XAULHSUOPIAPNRWY4SMJ

not attested not anchored not stored refs pending

Smart Information Exchange for Unsupervised Federated Learning via Reinforcement Learning

Anindya Bijoy Das, Christopher G. Brinton, Satyavrat Wagle, Seohyun Lee

arxiv:2402.09629 v1 · 2024-02-15 · 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{6RCJO4XAULHSUOPIAPNRWY4SMJ}

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	2026-07-05T07:45:19.360506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4449772e0a2cf2a39e803db1b63926271236ac02e060131d2e30ed047ab9cd5

Aliases

arxiv: 2402.09629 · arxiv_version: 2402.09629v1 · doi: 10.48550/arxiv.2402.09629 · pith_short_12: 6RCJO4XAULHS · pith_short_16: 6RCJO4XAULHSUOPI · pith_short_8: 6RCJO4XA

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/6RCJO4XAULHSUOPIAPNRWY4SMJ \
  | 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: f4449772e0a2cf2a39e803db1b63926271236ac02e060131d2e30ed047ab9cd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0994643f6b46872a1e17411aa5b6af28185d1ceff240eb575f26c2d4310aef4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-15T00:14:41Z",
    "title_canon_sha256": "5cae9ec266cae2ff40af54f83be4e205a4d605ff9f90b924e357f5dec18f4883"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09629",
    "kind": "arxiv",
    "version": 1
  }
}