Pith. sign in
Pith Number

pith:HGFJZURJ

pith:2019:HGFJZURJ5RICA5U4PXMA35F6K2
not attested not anchored not stored refs pending

The Sensitivity of Counterfactual Fairness to Unmeasured Confounding

Adrian Weller, Matt J. Kusner, Niki Kilbertus, Philip J. Ball, Ricardo Silva

arxiv:1907.01040 v1 · 2019-07-01 · cs.LG · cs.CY · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HGFJZURJ5RICA5U4PXMA35F6K2}

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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.
Receipt and verification
First computed 2026-07-04T23:57:12.699115Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

398a9cd229ec5020769c7dd80df4be56b5ca87c336dad6c3c649280be2c49d64

Aliases

arxiv: 1907.01040 · arxiv_version: 1907.01040v1 · doi: 10.48550/arxiv.1907.01040 · pith_short_12: HGFJZURJ5RIC · pith_short_16: HGFJZURJ5RICA5U4 · pith_short_8: HGFJZURJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HGFJZURJ5RICA5U4PXMA35F6K2 \
  | 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: 398a9cd229ec5020769c7dd80df4be56b5ca87c336dad6c3c649280be2c49d64
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4a6e80d52dfdb9ff3c0ea1ab76b47daef78e7e7c5de1b098ec49daf62ae29b2b",
    "cross_cats_sorted": [
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-01T19:47:40Z",
    "title_canon_sha256": "cf21b832a9fd8865333e363be520652a96ce648208febf3e6efa30c607fff61d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.01040",
    "kind": "arxiv",
    "version": 1
  }
}