Pith Number

pith:W2UJHXCB

pith:2021:W2UJHXCBIYKSQ7ZXHGI7LXHVIX

not attested not anchored not stored refs pending

Jump Interval-Learning for Individualized Decision Making

Chengchun Shi, Hengrui Cai, Rui Song, Wenbin Lu

arxiv:2111.08885 v2 · 2021-11-17 · stat.ME · cs.LG · math.ST · stat.ML · 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{W2UJHXCBIYKSQ7ZXHGI7LXHVIX}

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

Reinforcement Learning with Continuous Actions Under Unmeasured Confounding

Receipt and verification

First computed	2026-07-05T05:36:29.480121Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6a893dc414615287f373991f5dcf545dd57f3b7e330df92cf70bb2e7716c37b

Aliases

arxiv: 2111.08885 · arxiv_version: 2111.08885v2 · doi: 10.48550/arxiv.2111.08885 · pith_short_12: W2UJHXCBIYKS · pith_short_16: W2UJHXCBIYKSQ7ZX · pith_short_8: W2UJHXCB

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/W2UJHXCBIYKSQ7ZXHGI7LXHVIX \
  | 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: b6a893dc414615287f373991f5dcf545dd57f3b7e330df92cf70bb2e7716c37b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f37d30b1529322ec4db80f5433af0df1075989cf57371cee4d63b07b1e48502",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2021-11-17T03:29:59Z",
    "title_canon_sha256": "9f58a38c4ed5c5214d4b0008c6bb4631891526b2f63ad9be6745a3ba136dd24b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.08885",
    "kind": "arxiv",
    "version": 2
  }
}