Pith Number

pith:T5HMUBFR

pith:2025:T5HMUBFRJ2PIBCLDGNJW4ZL2ZT

not attested not anchored not stored refs pending

Doubly Robust Fusion of Many Treatments for Policy Learning

Ilya Lipkovich, Jianing Chu, Ke Zhu, Shu Yang, Wenyu Ye

arxiv:2505.08092 v2 · 2025-05-12 · stat.ME · 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{T5HMUBFRJ2PIBCLDGNJW4ZL2ZT}

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

Adaptive Estimation and Inference in Semi-parametric Heterogeneous Clustered Multitask Learning via Neyman Orthogonality

Receipt and verification

First computed	2026-07-05T11:08:41.150346Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f4eca04b14e9e80896333536e657accf2a5c242cee6c979debf34a5873cd77c

Aliases

arxiv: 2505.08092 · arxiv_version: 2505.08092v2 · doi: 10.48550/arxiv.2505.08092 · pith_short_12: T5HMUBFRJ2PI · pith_short_16: T5HMUBFRJ2PIBCLD · pith_short_8: T5HMUBFR

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/T5HMUBFRJ2PIBCLDGNJW4ZL2ZT \
  | 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: 9f4eca04b14e9e80896333536e657accf2a5c242cee6c979debf34a5873cd77c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa340be0fc8a88e4ea3c180d0bcce43f89d2c39e2ffe34c2a586018d678b1838",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-05-12T21:55:57Z",
    "title_canon_sha256": "d5a92c818333f2555e27e9da71b214cdbfb1b381d092cd556973aa86919f127f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08092",
    "kind": "arxiv",
    "version": 2
  }
}