Pith Number

pith:U5YOWRUI

pith:2021:U5YOWRUIELICCWZXN5AKZQ3MNZ

not attested not anchored not stored refs pending

Algorithms for Adaptive Experiments that Trade-off Statistical Analysis with Reward: Combining Uniform Random Assignment and Reward Maximization

Anna Rafferty, Audrey Durand, Dehan Kong, Eric M. Schwartz, Haochen Song, Harsh Kumar, Jacob Nogas, Joseph J. Williams, Nina Deliu, Sofia S. Villar, Tong Li

arxiv:2112.08507 v5 · 2021-12-15 · 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{U5YOWRUIELICCWZXN5AKZQ3MNZ}

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	2026-05-20T01:04:47.673448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a770eb468822d0215b376f40acc36c6e501526b0b41ce42d3fcb6600d8ded5bd

Aliases

arxiv: 2112.08507 · arxiv_version: 2112.08507v5 · doi: 10.48550/arxiv.2112.08507 · pith_short_12: U5YOWRUIELIC · pith_short_16: U5YOWRUIELICCWZX · pith_short_8: U5YOWRUI

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/U5YOWRUIELICCWZXN5AKZQ3MNZ \
  | 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: a770eb468822d0215b376f40acc36c6e501526b0b41ce42d3fcb6600d8ded5bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bca56c5a8f7de6ac5e255250e53ebaac3f0d6169a32dc510c5737c5a51ffb314",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-15T22:11:58Z",
    "title_canon_sha256": "bbf4c7cdba0e4677b85e914873955d135092add5f26e9f97f3ec35521e351edf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.08507",
    "kind": "arxiv",
    "version": 5
  }
}