Pith Number

pith:DHQFF3KL

pith:2025:DHQFF3KLFR6XUQE64NWBIE5RCF

not attested not anchored not stored refs pending

Best Arm Identification with Possibly Biased Offline Data

Le Yang, Vincent Y. F. Tan, Wang Chi Cheung

arxiv:2505.23165 v1 · 2025-05-29 · cs.LG · cs.AI · cs.IT · math.IT

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DHQFF3KLFR6XUQE64NWBIE5RCF}

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

2 papers in Pith

Sample-Mean Anchored Thompson Sampling for Offline-to-Online Learning with Distribution Shift

Receipt and verification

First computed	2026-07-05T11:11:56.707138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19e052ed4b2c7d7a409ee36c1413b1117fbfbff438061727e18ce2cda9d4ed7a

Aliases

arxiv: 2505.23165 · arxiv_version: 2505.23165v1 · doi: 10.48550/arxiv.2505.23165 · pith_short_12: DHQFF3KLFR6X · pith_short_16: DHQFF3KLFR6XUQE6 · pith_short_8: DHQFF3KL

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/DHQFF3KLFR6XUQE64NWBIE5RCF \
  | 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: 19e052ed4b2c7d7a409ee36c1413b1117fbfbff438061727e18ce2cda9d4ed7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a84b7561698407995ff5fbfc46779a046a4b115d909af45a001de2197a0f963",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T06:58:49Z",
    "title_canon_sha256": "c0a96150d9bc8a577110de6ca244ebaee65d73f723acb04cf2f7fd40144246eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23165",
    "kind": "arxiv",
    "version": 1
  }
}