Pith Number

pith:YHPPWB5X

pith:2014:YHPPWB5X44UE3VATQCT766C3VO

not attested not anchored not stored refs pending

Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques

J\'er\'emie Mary (INRIA Lille - Nord Europe, LIFL), Olivier Nicol (INRIA Lille - Nord Europe, Philippe Preux (INRIA Lille - Nord Europe

arxiv:1405.3536 v1 · 2014-05-14 · 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{YHPPWB5X44UE3VATQCT766C3VO}

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	2026-05-18T02:51:50.601256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1defb07b7e7284dd41380a7ff785babb8fdc1d36fe807d44fad9d4ba82055b6

Aliases

arxiv: 1405.3536 · arxiv_version: 1405.3536v1 · doi: 10.48550/arxiv.1405.3536 · pith_short_12: YHPPWB5X44UE · pith_short_16: YHPPWB5X44UE3VAT · pith_short_8: YHPPWB5X

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/YHPPWB5X44UE3VATQCT766C3VO \
  | 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: c1defb07b7e7284dd41380a7ff785babb8fdc1d36fe807d44fad9d4ba82055b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8dae570cf363a614348dedbfcefee7a1242443aa0fed59593052bdc5b67efa9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2014-05-14T15:29:02Z",
    "title_canon_sha256": "a8621276ea3e6362e7110aadad7a1dc3a4e771dd222e882ec47f63e863319b2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1405.3536",
    "kind": "arxiv",
    "version": 1
  }
}