Pith Number

pith:EQJGFLI7

pith:2023:EQJGFLI7CVDOOO3WKXOWXCKLD7

not attested not anchored not stored refs pending

Conformal Meta-learners for Predictive Inference of Individual Treatment Effects

Ahmed Alaa, Mark van der Laan, Zaid Ahmad

arxiv:2308.14895 v1 · 2023-08-28 · cs.LG

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

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\usepackage{pith}
\pithnumber{EQJGFLI7CVDOOO3WKXOWXCKLD7}

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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

Bayesian X-Learner: Calibrated Posterior Inference for Heterogeneous Treatment Effects under Heavy-Tailed Outcomes

Receipt and verification

First computed	2026-07-05T06:45:40.814018Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

241262ad1f1546e73b7655dd6b894b1fe9721ccf66af8b100ccaf7678feee333

Aliases

arxiv: 2308.14895 · arxiv_version: 2308.14895v1 · doi: 10.48550/arxiv.2308.14895 · pith_short_12: EQJGFLI7CVDO · pith_short_16: EQJGFLI7CVDOOO3W · pith_short_8: EQJGFLI7

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/EQJGFLI7CVDOOO3WKXOWXCKLD7 \
  | 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: 241262ad1f1546e73b7655dd6b894b1fe9721ccf66af8b100ccaf7678feee333

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3a470e24d43f4cbaacc15ba06dc8444f28a55613b5729a1316c507ad1add565",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-28T20:32:22Z",
    "title_canon_sha256": "032aa25c0aa47a750f174a2cd962910a588f78b57c7d037d2c6279b416ba34ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.14895",
    "kind": "arxiv",
    "version": 1
  }
}