Pith Number

pith:J2KTOGRJ

pith:2019:J2KTOGRJRYLT3GH2OAKYVIVZUO

not attested not anchored not stored refs pending

Adapting Neural Networks for the Estimation of Treatment Effects

Claudia Shi, David M. Blei, Victor Veitch

arxiv:1906.02120 v2 · 2019-06-05 · stat.ML · cs.LG · stat.ME

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J2KTOGRJRYLT3GH2OAKYVIVZUO}

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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

2 papers in Pith

Adversary-Free Counterfactual Prediction via Information-Regularized Representations

Conditional Attribute Estimation with Autoregressive Sequence Models

Receipt and verification

First computed	2026-07-05T00:13:02.417413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e95371a298e173d98fa70158aa2b9a3a47ffb0ce13ec13141a95a8e542f6ee9

Aliases

arxiv: 1906.02120 · arxiv_version: 1906.02120v2 · doi: 10.48550/arxiv.1906.02120 · pith_short_12: J2KTOGRJRYLT · pith_short_16: J2KTOGRJRYLT3GH2 · pith_short_8: J2KTOGRJ

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/J2KTOGRJRYLT3GH2OAKYVIVZUO \
  | 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: 4e95371a298e173d98fa70158aa2b9a3a47ffb0ce13ec13141a95a8e542f6ee9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29245524bef2ac43f4b4045046fdc255925573043f5ed237aae19fa1bc1eaeac",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-05T16:47:13Z",
    "title_canon_sha256": "3fb789fe0b1cb5e383048af88697de1422668c9072a7e3300c774d8fbb9875f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.02120",
    "kind": "arxiv",
    "version": 2
  }
}