Pith Number

pith:EZPCN3YM

pith:2018:EZPCN3YMCQESCCJO7ZL3OVWQSV

not attested not anchored not stored refs pending

Perfect Match: A Simple Method for Learning Representations For Counterfactual Inference With Neural Networks

Lorenz Linhardt, Patrick Schwab, Walter Karlen

arxiv:1810.00656 v5 · 2018-10-01 · 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{EZPCN3YMCQESCCJO7ZL3OVWQSV}

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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

Orthogonal Representation Learning for Estimating Causal Quantities

Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions

Receipt and verification

First computed	2026-05-17T23:45:04.443992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

265e26ef0c140921092efe57b756d095608327d33a1fd0e8b3a6e7e541ef4874

Aliases

arxiv: 1810.00656 · arxiv_version: 1810.00656v5 · doi: 10.48550/arxiv.1810.00656 · pith_short_12: EZPCN3YMCQES · pith_short_16: EZPCN3YMCQESCCJO · pith_short_8: EZPCN3YM

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/EZPCN3YMCQESCCJO7ZL3OVWQSV \
  | 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: 265e26ef0c140921092efe57b756d095608327d33a1fd0e8b3a6e7e541ef4874

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0c2b048786e7eee5e1ae8765ae5cdfe37dcf8d204075fa821d92ac96616d5bc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-01T12:31:32Z",
    "title_canon_sha256": "163fe53ffcf49a5e42b02c273d0619d315bb1d0d69c4a29f759b5fbb2858c910"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.00656",
    "kind": "arxiv",
    "version": 5
  }
}