Pith Number

pith:R5MLNIKI

pith:2012:R5MLNIKI6PTPL7BNS4WB6GMJPH

not attested not anchored not stored refs pending

Regret Bounds for Deterministic Gaussian Process Bandits

Alex Smola, Masrour Zoghi, Nando de Freitas

arxiv:1203.2177 v1 · 2012-03-09 · 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{R5MLNIKI6PTPL7BNS4WB6GMJPH}

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	2026-05-18T04:00:27.313962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f58b6a148f3e6f5fc2d972c1f198979fd0965e55704d45516217bd77a9f545d

Aliases

arxiv: 1203.2177 · arxiv_version: 1203.2177v1 · doi: 10.48550/arxiv.1203.2177 · pith_short_12: R5MLNIKI6PTP · pith_short_16: R5MLNIKI6PTPL7BN · pith_short_8: R5MLNIKI

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/R5MLNIKI6PTPL7BNS4WB6GMJPH \
  | 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: 8f58b6a148f3e6f5fc2d972c1f198979fd0965e55704d45516217bd77a9f545d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0b3cf59e7e1a61f3faec15a8b5803546a5c9c73ac700ab2d6517ecbc55ab954",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/3.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-03-09T20:51:37Z",
    "title_canon_sha256": "36c2b9e0c63b70dd0126b354d1f0be7eab64bbb4ac3fe3ab7c9451072f00f944"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1203.2177",
    "kind": "arxiv",
    "version": 1
  }
}