Pith Number

pith:EQOWFL3S

pith:2020:EQOWFL3SKBATA77JDYLZNCVWSY

not attested not anchored not stored refs pending

FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning

Hong-You Chen, Wei-Lun Chao

arxiv:2009.01974 v4 · 2020-09-04 · cs.LG · 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{EQOWFL3SKBATA77JDYLZNCVWSY}

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

4 papers in Pith

FedQHD: Closed-Form Function-Space Federated Reinforcement Learning

Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions

Q-LocalAdam: Memory-Efficient Client-Side Adaptive Optimization for Edge Federated Learning

Towards Uncertainty-Aware Federated Granger Causal Learning

Receipt and verification

First computed	2026-07-05T03:21:06.273210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

241d62af725041307fe91e17968ab6963dc7cc64505987b069dfcb900f68c516

Aliases

arxiv: 2009.01974 · arxiv_version: 2009.01974v4 · doi: 10.48550/arxiv.2009.01974 · pith_short_12: EQOWFL3SKBAT · pith_short_16: EQOWFL3SKBATA77J · pith_short_8: EQOWFL3S

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/EQOWFL3SKBATA77JDYLZNCVWSY \
  | 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: 241d62af725041307fe91e17968ab6963dc7cc64505987b069dfcb900f68c516

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e70d03fb1e9c82c3a9694602ee981f020ef0ce44d90932ce4d8803903ec8a246",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-04T01:18:25Z",
    "title_canon_sha256": "9a2f1434bc8f423552a99143b6402ae913279792407f3b81bedbb65d07be732f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.01974",
    "kind": "arxiv",
    "version": 4
  }
}