Pith Number

pith:74OSH2NS

pith:2019:74OSH2NS5UMYN637IOHKQO7SM7

not attested not anchored not stored refs pending

Doubly robust off-policy evaluation with shrinkage

Akshay Krishnamurthy, Maria Dimakopoulou, Miroslav Dud\'ik, Yi Su

arxiv:1907.09623 v2 · 2019-07-22 · 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{74OSH2NS5UMYN637IOHKQO7SM7}

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

A Review of Causal Decision Making

Receipt and verification

First computed	2026-07-05T01:36:26.473536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff1d23e9b2ed1986fb7f438ea83bf267d2cf34ced724b6f60ebf17c2f6f1b97d

Aliases

arxiv: 1907.09623 · arxiv_version: 1907.09623v2 · doi: 10.48550/arxiv.1907.09623 · pith_short_12: 74OSH2NS5UMY · pith_short_16: 74OSH2NS5UMYN637 · pith_short_8: 74OSH2NS

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/74OSH2NS5UMYN637IOHKQO7SM7 \
  | 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: ff1d23e9b2ed1986fb7f438ea83bf267d2cf34ced724b6f60ebf17c2f6f1b97d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d1d1c51381d955a4c7079365a2178f48093d5bc9b24e88dba3f9f9f0f96f635",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-22T22:55:31Z",
    "title_canon_sha256": "641107d9154b41b8743c2fe7e001cd4143b0006203ab0fa705aa1ad71f9a7163"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.09623",
    "kind": "arxiv",
    "version": 2
  }
}