Pith Number

pith:OY27DJG5

pith:2018:OY27DJG5UCQIZZHF6ZBT4IN5CY

not attested not anchored not stored refs pending

Multi-User Multi-Armed Bandits for Uncoordinated Spectrum Access

Meghana Bande, Venugopal V. Veeravalli

arxiv:1807.00867 v5 · 2018-07-02 · 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{OY27DJG5UCQIZZHF6ZBT4IN5CY}

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	2026-05-17T23:55:07.594168Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7635f1a4dda0a08ce4e5f6433e21bd1636692630589321c4c9d9f2aee576316f

Aliases

arxiv: 1807.00867 · arxiv_version: 1807.00867v5 · doi: 10.48550/arxiv.1807.00867 · pith_short_12: OY27DJG5UCQI · pith_short_16: OY27DJG5UCQIZZHF · pith_short_8: OY27DJG5

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/OY27DJG5UCQIZZHF6ZBT4IN5CY \
  | 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: 7635f1a4dda0a08ce4e5f6433e21bd1636692630589321c4c9d9f2aee576316f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d8ff6be28248f521ffa4edf74fb66065f783238b587414625f3bfc7e8319361",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-02T19:41:18Z",
    "title_canon_sha256": "3630c6ca42c6069c34948fb2635fdc1d0a6f7c1152f71217212db0d20dffc9bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.00867",
    "kind": "arxiv",
    "version": 5
  }
}