Pith Number

pith:HJVNKEG6

pith:2022:HJVNKEG6HDX5EAXAAHUQLQHDHO

not attested not anchored not stored refs pending

Byzantine-Robust Federated Linear Bandits

Ali Jadbabaie, Haochuan Li, Jian Qian, Yi Tian

arxiv:2204.01155 v1 · 2022-04-03 · cs.LG · cs.MA · 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{HJVNKEG6HDX5EAXAAHUQLQHDHO}

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	2026-07-05T04:11:15.940087Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a6ad510de38efd202e001e905c0e33bbdb015eec8b4178fb1ec5b56ca6a6fd9

Aliases

arxiv: 2204.01155 · arxiv_version: 2204.01155v1 · doi: 10.48550/arxiv.2204.01155 · pith_short_12: HJVNKEG6HDX5 · pith_short_16: HJVNKEG6HDX5EAXA · pith_short_8: HJVNKEG6

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/HJVNKEG6HDX5EAXAAHUQLQHDHO \
  | 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: 3a6ad510de38efd202e001e905c0e33bbdb015eec8b4178fb1ec5b56ca6a6fd9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d7e012f8dd20c19c8ddd21b32982661c173a96d9a62d7f1f329a624657e5bc4",
    "cross_cats_sorted": [
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-03T20:22:26Z",
    "title_canon_sha256": "ac952e63f31b425f13785b01673f0bac6513e6f0f06ae916fa49b1ae48203b87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.01155",
    "kind": "arxiv",
    "version": 1
  }
}