Pith Number

pith:WN4VQYVC

pith:2020:WN4VQYVC36GWWS4NLPND52MJXN

not attested not anchored not stored refs pending

Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent

Osvaldo Simeone, Rahif Kassab

arxiv:2009.06419 v6 · 2020-09-11 · cs.LG · cs.IT · eess.SP · math.IT · 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{WN4VQYVC36GWWS4NLPND52MJXN}

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

Bayesian Federated Learning for Continual Training

Receipt and verification

First computed	2026-07-05T02:27:26.034833Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3795862a2df8d6b4b8d5bda3ee989bb40122d973c8faf9b0b17c711e7a4d813

Aliases

arxiv: 2009.06419 · arxiv_version: 2009.06419v6 · doi: 10.48550/arxiv.2009.06419 · pith_short_12: WN4VQYVC36GW · pith_short_16: WN4VQYVC36GWWS4N · pith_short_8: WN4VQYVC

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/WN4VQYVC36GWWS4NLPND52MJXN \
  | 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: b3795862a2df8d6b4b8d5bda3ee989bb40122d973c8faf9b0b17c711e7a4d813

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "991fb1d5fd915b4e15fb709f8ab5d83ced72e2e45ecb2b7d10a3f95262d263d3",
    "cross_cats_sorted": [
      "cs.IT",
      "eess.SP",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-11T17:33:22Z",
    "title_canon_sha256": "712ac59ad6786ca890cde5cf9d03ef69a6ca88584c30927022f6afc7b0fb9950"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.06419",
    "kind": "arxiv",
    "version": 6
  }
}