Pith Number

pith:QSJFDNM4

pith:2024:QSJFDNM4FETY54RQZKX4RD6T7W

not attested not anchored not stored refs pending

Integrating Active Learning in Causal Inference with Interference: A Novel Approach in Online Experiments

Hongtao Zhu, Nan Chen, Sizhe Zhang, Yang Su, Zhenyu Zhao

arxiv:2402.12710 v1 · 2024-02-20 · stat.ME · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{QSJFDNM4FETY54RQZKX4RD6T7W}

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Record completeness

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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

ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments

Receipt and verification

First computed	2026-07-05T07:47:15.281205Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

849251b59c29278ef230caafc88fd3fdbf263a9767a88590f86859df9318538b

Aliases

arxiv: 2402.12710 · arxiv_version: 2402.12710v1 · doi: 10.48550/arxiv.2402.12710 · pith_short_12: QSJFDNM4FETY · pith_short_16: QSJFDNM4FETY54RQ · pith_short_8: QSJFDNM4

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/QSJFDNM4FETY54RQZKX4RD6T7W \
  | 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: 849251b59c29278ef230caafc88fd3fdbf263a9767a88590f86859df9318538b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a9a7f6e14406f329f74379f80d531da275ee02a517b54d9315dcba329a1f2bc",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-02-20T04:13:59Z",
    "title_canon_sha256": "b4ee630494fcd6bcdfd6f9a4e0910dac38a3b2a4a169db4e767a1725291d407c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12710",
    "kind": "arxiv",
    "version": 1
  }
}