Pith Number

pith:LHNVDRS4

pith:2024:LHNVDRS4XWXQHWAPOKZU3IVZHA

not attested not anchored not stored refs pending

DoubleMLDeep: Estimation of Causal Effects with Multimodal Data

Jan Teichert-Kluge, Martin Spindler, Philipp Bach, Suhas Vijaykumar, Sven Klaassen, Victor Chernozhukov

arxiv:2402.01785 v1 · 2024-02-01 · cs.LG · cs.AI · econ.EM · 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{LHNVDRS4XWXQHWAPOKZU3IVZHA}

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

2 papers in Pith

Annotation-Assisted Learning of Treatment Policies From Multimodal Electronic Health Records

SHIFT: Robust Double Machine Learning for Average Dose-Response Functions under Heavy-Tailed Contamination

Receipt and verification

First computed	2026-07-05T07:41:06.780617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59db51c65cbdaf03d80f72b34da2b9382319f7d41ad400303107beecb8f0bf5f

Aliases

arxiv: 2402.01785 · arxiv_version: 2402.01785v1 · doi: 10.48550/arxiv.2402.01785 · pith_short_12: LHNVDRS4XWXQ · pith_short_16: LHNVDRS4XWXQHWAP · pith_short_8: LHNVDRS4

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/LHNVDRS4XWXQHWAPOKZU3IVZHA \
  | 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: 59db51c65cbdaf03d80f72b34da2b9382319f7d41ad400303107beecb8f0bf5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25b59cd6ac8fee4aee03f2a8e46e1d4a7c456859d91348798ecf1b1d2ef9ab56",
    "cross_cats_sorted": [
      "cs.AI",
      "econ.EM",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-01T21:34:34Z",
    "title_canon_sha256": "b717ee741c7666f946e12f5e6ad4e8e07c59b589f5462785f9289e0dd6755c9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01785",
    "kind": "arxiv",
    "version": 1
  }
}