Pith Number

pith:GC7JLPI4

pith:2025:GC7JLPI42Y5NCFTOCQPRSKAORT

not attested not anchored not stored refs pending

A Unified Framework for Semiparametrically Efficient Semi-Supervised Learning

Ali Shojaie, Daniela Witten, Zichun Xu

arxiv:2502.17741 v2 · 2025-02-25 · math.ST · stat.ME · stat.TH

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GC7JLPI42Y5NCFTOCQPRSKAORT}

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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

16 papers in Pith

Semiparametric Mediation Analysis with Separately Observed Mediator and Outcome under Unmeasured Confounding

Statistical Optimality of Prediction-Powered Inference

Robust Estimation and Inference with Selective Borrowing in Hybrid Controlled Trials: A Tutorial with SelectiveIntegrative and intFRT

Optimized Labeling Resource Allocation for Prediction-Assisted Inference via OPAL

High-Dimensional Statistics: Reflections on Progress and Open Problems

Receipt and verification

First computed	2026-07-05T10:34:17.099550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30be95bd1cd63ad1166e141f19280e8ceaa8eee74f018dc591339dc3ed7f58a1

Aliases

arxiv: 2502.17741 · arxiv_version: 2502.17741v2 · doi: 10.48550/arxiv.2502.17741 · pith_short_12: GC7JLPI42Y5N · pith_short_16: GC7JLPI42Y5NCFTO · pith_short_8: GC7JLPI4

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/GC7JLPI42Y5NCFTOCQPRSKAORT \
  | 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: 30be95bd1cd63ad1166e141f19280e8ceaa8eee74f018dc591339dc3ed7f58a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff3295984544c48fd7f935084eef17340a5738d4efd2d4129898000d9e17572c",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2025-02-25T00:34:59Z",
    "title_canon_sha256": "bbd0b84e5dc129937202609028d935449fd131d4d55ffe1d5d6c9155eb1e81b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17741",
    "kind": "arxiv",
    "version": 2
  }
}