Pith Number

pith:3NR4I2GY

pith:2020:3NR4I2GYHGSRAXI2KZ7ZDVDUQ2

not attested not anchored not stored refs pending

Learning Decomposed Representation for Counterfactual Inference

Anpeng Wu, Bo Li, Fei Wu, Junkun Yuan, Kun Kuang, Qiang Zhu, Runze Wu, Yueting Zhuang

arxiv:2006.07040 v2 · 2020-06-12 · stat.ME · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3NR4I2GYHGSRAXI2KZ7ZDVDUQ2}

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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

Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization

Receipt and verification

First computed	2026-07-05T03:21:37.782555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db63c468d839a5105d1a567f91d4748681d0ae9d205087d0dd16b68822ae7c54

Aliases

arxiv: 2006.07040 · arxiv_version: 2006.07040v2 · doi: 10.48550/arxiv.2006.07040 · pith_short_12: 3NR4I2GYHGSR · pith_short_16: 3NR4I2GYHGSRAXI2 · pith_short_8: 3NR4I2GY

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/3NR4I2GYHGSRAXI2KZ7ZDVDUQ2 \
  | 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: db63c468d839a5105d1a567f91d4748681d0ae9d205087d0dd16b68822ae7c54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "242c8abcf1dd3f7381ddaf70b4f48e7de8bd8b43e506d0924c807d44241d65d5",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2020-06-12T09:50:42Z",
    "title_canon_sha256": "ea7f9d17cf041adaec029298b8b110066ee7c2469bc365e125dc2dbd1fb0df4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.07040",
    "kind": "arxiv",
    "version": 2
  }
}