Pith Number

pith:G2VNPD6W

pith:2019:G2VNPD6WTLMQZ6QE7G43FW7HSU

not attested not anchored not stored refs pending

Multi-Armed Bandits with Correlated Arms

Gauri Joshi, Osman Ya\u{g}an, Samarth Gupta, Shreyas Chaudhari

arxiv:1911.03959 v4 · 2019-11-06 · stat.ML · 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{G2VNPD6WTLMQZ6QE7G43FW7HSU}

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	2026-07-05T03:12:59.593202Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36aad78fd69ad90cfa04f9b9b2dbe7953cd1dd780b2d4d9c6d286318cd21fc4f

Aliases

arxiv: 1911.03959 · arxiv_version: 1911.03959v4 · doi: 10.48550/arxiv.1911.03959 · pith_short_12: G2VNPD6WTLMQ · pith_short_16: G2VNPD6WTLMQZ6QE · pith_short_8: G2VNPD6W

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/G2VNPD6WTLMQZ6QE7G43FW7HSU \
  | 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: 36aad78fd69ad90cfa04f9b9b2dbe7953cd1dd780b2d4d9c6d286318cd21fc4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d79879ff7914421a67dc05843d06ddcef1225241aec313f643402b9d064be2fe",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-11-06T16:56:46Z",
    "title_canon_sha256": "8721065fd44f1a57b018fc42208893bf4e40ef79b4749fcaf061816c6500e835"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.03959",
    "kind": "arxiv",
    "version": 4
  }
}