Pith Number

pith:XT57SREI

pith:2023:XT57SREITSB5DXHTBOBCYWL6KQ

not attested not anchored not stored refs pending

Distributional Shift-Aware Off-Policy Interval Estimation: A Unified Error Quantification Framework

Annie Qu, Ruoqing Zhu, Wenzhuo Zhou, Yuhan Li

arxiv:2309.13278 v2 · 2023-09-23 · 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{XT57SREITSB5DXHTBOBCYWL6KQ}

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

Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation

Receipt and verification

First computed	2026-07-05T06:55:59.555779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcfbf944889c83d1dcf30b822c597e54198ff891e6a74ffb240bec61e77e4cd1

Aliases

arxiv: 2309.13278 · arxiv_version: 2309.13278v2 · doi: 10.48550/arxiv.2309.13278 · pith_short_12: XT57SREITSB5 · pith_short_16: XT57SREITSB5DXHT · pith_short_8: XT57SREI

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/XT57SREITSB5DXHTBOBCYWL6KQ \
  | 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: bcfbf944889c83d1dcf30b822c597e54198ff891e6a74ffb240bec61e77e4cd1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b70ac48af63aa448668edb70d414c3a6998c124fed6d840d517807da31eb58a7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-09-23T06:35:44Z",
    "title_canon_sha256": "7f5d2a6d886de467e1f0fa8758b6635b4fc67be76a8ce2bd9cc33bb52b99b8ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.13278",
    "kind": "arxiv",
    "version": 2
  }
}