Pith Number

pith:CHRS43ZP

pith:2023:CHRS43ZPQ74AV2VN4SHZ26LGQW

not attested not anchored not stored refs pending

When Can We Track Significant Preference Shifts in Dueling Bandits?

Arpit Agarwal, Joe Suk

arxiv:2302.06595 v2 · 2023-02-13 · 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{CHRS43ZPQ74AV2VN4SHZ26LGQW}

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

Tracking Most Significant Shifts in Infinite-Armed Bandits

Receipt and verification

First computed	2026-07-05T07:37:10.558402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11e32e6f2f87f80aeaade48f9d796685a636928e99a5dd70b742f098c45627d3

Aliases

arxiv: 2302.06595 · arxiv_version: 2302.06595v2 · doi: 10.48550/arxiv.2302.06595 · pith_short_12: CHRS43ZPQ74A · pith_short_16: CHRS43ZPQ74AV2VN · pith_short_8: CHRS43ZP

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/CHRS43ZPQ74AV2VN4SHZ26LGQW \
  | 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: 11e32e6f2f87f80aeaade48f9d796685a636928e99a5dd70b742f098c45627d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7b5bd0d65dffa491cff068953c7bc135da909c2622bf63f41a88a7dce0ea815",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-13T18:49:50Z",
    "title_canon_sha256": "a12ecff7d76eedfb0ae2e050b6698730ac8e83ddc9f15de0a55215c60fd1029e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.06595",
    "kind": "arxiv",
    "version": 2
  }
}