Pith Number

pith:557XDQL3

pith:2022:557XDQL3ZX4W6TYYMER3WZLMM2

not attested not anchored not stored refs pending

Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks

Mengdi Wang, Minshuo Chen, Tuo Zhao, Xiang Ji

arxiv:2206.02887 v2 · 2022-06-06 · 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{557XDQL3ZX4W6TYYMER3WZLMM2}

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	2026-07-05T05:03:01.525617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef7f71c17bcdf96f4f186123bb656c66b262e561214e642e94e8ec1391a5aec5

Aliases

arxiv: 2206.02887 · arxiv_version: 2206.02887v2 · doi: 10.48550/arxiv.2206.02887 · pith_short_12: 557XDQL3ZX4W · pith_short_16: 557XDQL3ZX4W6TYY · pith_short_8: 557XDQL3

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/557XDQL3ZX4W6TYYMER3WZLMM2 \
  | 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: ef7f71c17bcdf96f4f186123bb656c66b262e561214e642e94e8ec1391a5aec5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb7ab4279d1afa5f77f702070f3c31025042e63fd7c0eed14eede64525e5ddb8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-06T20:25:20Z",
    "title_canon_sha256": "8821fbde070b43d82f5963d3d4945edff8bed503dd9f534eda1e65b18e2cf2be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.02887",
    "kind": "arxiv",
    "version": 2
  }
}