Pith Number

pith:Q5G7W55J

pith:2012:Q5G7W55JFDMY3ZPTPFI5TJN7PV

not attested not anchored not stored refs pending

Towards minimax policies for online linear optimization with bandit feedback

Nicol\`o Cesa-Bianchi, S\'ebastien Bubeck, Sham M. Kakade

arxiv:1202.3079 v1 · 2012-02-14 · 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{Q5G7W55JFDMY3ZPTPFI5TJN7PV}

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	2026-05-18T04:02:24.158562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

874dfb77a928d98de5f37951d9a5bf7d6626a43f89afa1594ac783cf33b6abd4

Aliases

arxiv: 1202.3079 · arxiv_version: 1202.3079v1 · doi: 10.48550/arxiv.1202.3079 · pith_short_12: Q5G7W55JFDMY · pith_short_16: Q5G7W55JFDMY3ZPT · pith_short_8: Q5G7W55J

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/Q5G7W55JFDMY3ZPTPFI5TJN7PV \
  | 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: 874dfb77a928d98de5f37951d9a5bf7d6626a43f89afa1594ac783cf33b6abd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe475e932834c11fe62096255cfb8a54271b6f2ce3598c054b27d6290885e464",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-02-14T16:12:09Z",
    "title_canon_sha256": "7510092912f3e8da99b9b6c4658875be15436cfbe12efe05d29871ce0964e79a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1202.3079",
    "kind": "arxiv",
    "version": 1
  }
}