Pith. sign in
Pith Number

pith:KI4TBA2O

pith:2021:KI4TBA2O6CXZICPZC2LFENQ2ZS
not attested not anchored not stored refs pending

Algorithmic Fairness Verification with Graphical Models

Bishwamittra Ghosh, Debabrota Basu, Kuldeep S. Meel

arxiv:2109.09447 v2 · 2021-09-20 · cs.LG · cs.AI · cs.CY · stat.AP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KI4TBA2O6CXZICPZC2LFENQ2ZS}

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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

Receipt and verification
First computed 2026-07-05T04:28:07.818904Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

523930834ef0af9409f9169652361accb88e3f2301e681f577c51e79bb8fe956

Aliases

arxiv: 2109.09447 · arxiv_version: 2109.09447v2 · doi: 10.48550/arxiv.2109.09447 · pith_short_12: KI4TBA2O6CXZ · pith_short_16: KI4TBA2O6CXZICPZ · pith_short_8: KI4TBA2O
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KI4TBA2O6CXZICPZC2LFENQ2ZS \
  | 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: 523930834ef0af9409f9169652361accb88e3f2301e681f577c51e79bb8fe956
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "69d1499deaa8951422f641df4ee187bec7fdf6f3a60f7b82f359b881f068ab58",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-20T12:05:14Z",
    "title_canon_sha256": "9711e41f56f5fb09481321de1b478e5bc2f02d2a34742a5008e0c47865ef1e23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.09447",
    "kind": "arxiv",
    "version": 2
  }
}