Pith Number

pith:BGTYZ2ZJ

pith:2012:BGTYZ2ZJVVQ5JMTWF7QIPPJSFP

not attested not anchored not stored refs pending

Exponential Regret Bounds for Gaussian Process Bandits with Deterministic Observations

Alex Smola (Yahoo! Research), Masrour Zoghi (University of British Columbia), Nando de Freitas (University of British Columbia)

arxiv:1206.6457 v1 · 2012-06-27 · 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{BGTYZ2ZJVVQ5JMTWF7QIPPJSFP}

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

Budgeted Online Influence Maximization

Receipt and verification

First computed	2026-05-18T03:52:13.935064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09a78ceb29ad61d4b2762fe087bd322bfaacec71c68e8209b285bd663fa34b3f

Aliases

arxiv: 1206.6457 · arxiv_version: 1206.6457v1 · doi: 10.48550/arxiv.1206.6457 · pith_short_12: BGTYZ2ZJVVQ5 · pith_short_16: BGTYZ2ZJVVQ5JMTW · pith_short_8: BGTYZ2ZJ

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/BGTYZ2ZJVVQ5JMTWF7QIPPJSFP \
  | 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: 09a78ceb29ad61d4b2762fe087bd322bfaacec71c68e8209b285bd663fa34b3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74883b11cea707f3f92c78023bca9728ebb026e3a5b0064640281ca8f40d1af7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-06-27T19:59:59Z",
    "title_canon_sha256": "2c9364d50d289b8f1bf4af7e33e4e30da63628158253a6017d5e4d57eee351ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1206.6457",
    "kind": "arxiv",
    "version": 1
  }
}