Pith Number

pith:QAPBVY3A

pith:2024:QAPBVY3ASRBJFODTFQ5RK55HPF

not attested not anchored not stored refs pending

Robust Offline Policy Learning with Observational Data from Multiple Sources

Aldo Gael Carranza, Susan Athey

arxiv:2410.08537 v1 · 2024-10-11 · 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{QAPBVY3ASRBJFODTFQ5RK55HPF}

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

Minimax Regret Estimation for Generalizing Heterogeneous Treatment Effects with Multisite Data

Receipt and verification

First computed	2026-07-05T09:19:13.729492Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

801e1ae360944292b8732c3b1577a77953e1d9e7922b91fdae52c79ae3320c20

Aliases

arxiv: 2410.08537 · arxiv_version: 2410.08537v1 · doi: 10.48550/arxiv.2410.08537 · pith_short_12: QAPBVY3ASRBJ · pith_short_16: QAPBVY3ASRBJFODT · pith_short_8: QAPBVY3A

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/QAPBVY3ASRBJFODTFQ5RK55HPF \
  | 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: 801e1ae360944292b8732c3b1577a77953e1d9e7922b91fdae52c79ae3320c20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b3e9bab9344b70308613f0d3fca30d74879037f7c4d21ce1c5c4dcf45867cda",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T05:16:23Z",
    "title_canon_sha256": "3d1303fa2871cb437503230a96b77fe4849ae6b374883096ca54bf108fdd09f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08537",
    "kind": "arxiv",
    "version": 1
  }
}