Pith Number

pith:RTF2O3XX

pith:2024:RTF2O3XXYX2A5HJFRWFE4NGE7S

not attested not anchored not stored refs pending

C-Learner: Constrained Learning for Causal Inference

Hongseok Namkoong, Kaiwen Hou, Tiffany Tianhui Cai, Yuri Fonseca

arxiv:2405.09493 v6 · 2024-05-15 · stat.ML · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RTF2O3XXYX2A5HJFRWFE4NGE7S}

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

Rescuing double robustness: safe estimation under complete misspecification

Receipt and verification

First computed	2026-07-05T12:11:12.869304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ccba76ef7c5f40e9d258d8a4e34c4fcab209746d109b22f89e7321dd87493e6

Aliases

arxiv: 2405.09493 · arxiv_version: 2405.09493v6 · doi: 10.48550/arxiv.2405.09493 · pith_short_12: RTF2O3XXYX2A · pith_short_16: RTF2O3XXYX2A5HJF · pith_short_8: RTF2O3XX

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/RTF2O3XXYX2A5HJFRWFE4NGE7S \
  | 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: 8ccba76ef7c5f40e9d258d8a4e34c4fcab209746d109b22f89e7321dd87493e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e77e4b3dba174c7dd322efe1053482e055cb076754cd0279091fb7c588fa0b3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-05-15T16:38:28Z",
    "title_canon_sha256": "b89ad237c4062e0ffa3d84ac6923e053260415a2adb20b3fe07a031696a08d5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.09493",
    "kind": "arxiv",
    "version": 6
  }
}