Pith Number

pith:4HVVNCQY

pith:2025:4HVVNCQYWLGWZBY4MSBK3VVTPF

not attested not anchored not stored refs pending

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective

Hechuan Wen, Hongzhi Yin, Li Kheng Chai, Mingming Gong, Shazia Sadiq, Tong Chen

arxiv:2505.05242 v1 · 2025-05-08 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4HVVNCQYWLGWZBY4MSBK3VVTPF}

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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

Treatment Effect Estimation with Differentiated Networked Effect on Graph Data

Receipt and verification

First computed	2026-07-05T11:00:21.271389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1eb568a18b2cd6c871c6482add6b379430fb69a36d1f5222090a085c9bace0f

Aliases

arxiv: 2505.05242 · arxiv_version: 2505.05242v1 · doi: 10.48550/arxiv.2505.05242 · pith_short_12: 4HVVNCQYWLGW · pith_short_16: 4HVVNCQYWLGWZBY4 · pith_short_8: 4HVVNCQY

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/4HVVNCQYWLGWZBY4MSBK3VVTPF \
  | 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: e1eb568a18b2cd6c871c6482add6b379430fb69a36d1f5222090a085c9bace0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed6169a76e7bdeae9823f417b9049f40ba4a2f1ba8542d44b84d93f05d493cc2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-08T13:42:00Z",
    "title_canon_sha256": "7159fc7487f186b3980f84882c06bf76b82280db6a86cbca78db23a4cd001372"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.05242",
    "kind": "arxiv",
    "version": 1
  }
}