Pith Number

pith:SNRHOPDF

pith:2021:SNRHOPDFDRL2YP53JUPRSZYLQ4

not attested not anchored not stored refs pending

Post-Contextual-Bandit Inference

Antoine Chambaz, Aur\'elien Bibaut, Maria Dimakopoulou, Mark van der Laan, Nathan Kallus

arxiv:2106.00418 v1 · 2021-06-01 · stat.ML · cs.LG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SNRHOPDFDRL2YP53JUPRSZYLQ4}

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

Anytime-valid Optimal Policy Identification

Receipt and verification

First computed	2026-07-05T02:45:04.466855Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9362773c651c57ac3fbb4d1f19670b8702481942bee65c3102fd811169fde72b

Aliases

arxiv: 2106.00418 · arxiv_version: 2106.00418v1 · doi: 10.48550/arxiv.2106.00418 · pith_short_12: SNRHOPDFDRL2 · pith_short_16: SNRHOPDFDRL2YP53 · pith_short_8: SNRHOPDF

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/SNRHOPDFDRL2YP53JUPRSZYLQ4 \
  | 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: 9362773c651c57ac3fbb4d1f19670b8702481942bee65c3102fd811169fde72b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40168373ac0c0118e676c9e87e9116cf9a974a08f83d72188c33be093ba4fa86",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-06-01T12:01:51Z",
    "title_canon_sha256": "505c7e8dc52445e6e632b42898e64652ec3793db0d3da6ffc2c440d3f22e767a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.00418",
    "kind": "arxiv",
    "version": 1
  }
}