Pith Number

pith:ZYJNRSK7

pith:2019:ZYJNRSK7NPWTKY76Y2JSMKQCF4

not attested not anchored not stored refs pending

Reducing Exploration of Dying Arms in Mortal Bandits

Cynthia Rudin, Stefano Trac\`a, Weiyu Yan

arxiv:1907.02571 v1 · 2019-07-04 · 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{ZYJNRSK7NPWTKY76Y2JSMKQCF4}

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

Exploitation Over Exploration: Unmasking the Bias in Linear Bandit Recommender Offline Evaluation

Receipt and verification

First computed	2026-05-17T23:41:23.923184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce12d8c95f6bed3563fec693262a022f2fa0969c7fd06b8c10d6c13bf2083d93

Aliases

arxiv: 1907.02571 · arxiv_version: 1907.02571v1 · doi: 10.48550/arxiv.1907.02571 · pith_short_12: ZYJNRSK7NPWT · pith_short_16: ZYJNRSK7NPWTKY76 · pith_short_8: ZYJNRSK7

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/ZYJNRSK7NPWTKY76Y2JSMKQCF4 \
  | 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: ce12d8c95f6bed3563fec693262a022f2fa0969c7fd06b8c10d6c13bf2083d93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca6cd49926eb8946e023e6a66dd95766608d1721c303012b3f7806a31ecf6146",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-07-04T19:57:03Z",
    "title_canon_sha256": "5e6421f1d8d6cabfa6894ae914003d182354f3708e9f20fa46153f42ba5dc98d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.02571",
    "kind": "arxiv",
    "version": 1
  }
}