Pith Number

pith:IJZ3XEUH

pith:2022:IJZ3XEUH5KSDNGNEGORCVIN66O

not attested not anchored not stored refs pending

Learning Optimal Fair Classification Trees: Trade-offs Between Interpretability, Fairness, and Accuracy

Andr\'es G\'omez, Nathanael Jo, Phebe Vayanos, Sina Aghaei

arxiv:2201.09932 v5 · 2022-01-24 · cs.LG · cs.AI · math.OC

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\usepackage{pith}
\pithnumber{IJZ3XEUH5KSDNGNEGORCVIN66O}

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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

Privacy Constrained Fairness Estimation for Decision Trees

Receipt and verification

First computed	2026-07-05T06:34:16.804085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4273bb9287eaa43699a433a22aa1bef39298d096f8655ef8642cdd0035043def

Aliases

arxiv: 2201.09932 · arxiv_version: 2201.09932v5 · doi: 10.48550/arxiv.2201.09932 · pith_short_12: IJZ3XEUH5KSD · pith_short_16: IJZ3XEUH5KSDNGNE · pith_short_8: IJZ3XEUH

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/IJZ3XEUH5KSDNGNEGORCVIN66O \
  | 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: 4273bb9287eaa43699a433a22aa1bef39298d096f8655ef8642cdd0035043def

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1eae001c089a0c06683a68220616568e48bec85a47f1434606176fbbf82aab1",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-24T19:47:10Z",
    "title_canon_sha256": "fff7e56462ec014328edc292aabdcb58d6168d7e19d9114f683fa1f5db47be28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.09932",
    "kind": "arxiv",
    "version": 5
  }
}