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Pith Number

pith:L7S4RVQO

pith:2019:L7S4RVQOPVAYLRLRIGFL7EL22W
not attested not anchored not stored refs pending

Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems

Been Kim, Joydeep Ghosh, Oluwasanmi Koyejo, Shalmali Joshi, Warut Vijitbenjaronk

arxiv:1907.09615 v1 · 2019-07-22 · 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{L7S4RVQOPVAYLRLRIGFL7EL22W}

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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

5 papers in Pith

Learning-Augmented Robust Algorithmic Recourse
When Bits Break Recourse: Counterfactual-Faithful Quantization
Interpretability Can Be Actionable
Causal Algorithmic Recourse: Foundations and Methods
From Universal to Individualized Actionability: Revisiting Personalization in Algorithmic Recourse
Receipt and verification
First computed 2026-05-17T23:39:52.747037Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5fe5c8d60e7d4185c571418abf917ad5885f43de9831cf5dd0e7bfa4697f0d30

Aliases

arxiv: 1907.09615 · arxiv_version: 1907.09615v1 · doi: 10.48550/arxiv.1907.09615 · pith_short_12: L7S4RVQOPVAY · pith_short_16: L7S4RVQOPVAYLRLR · pith_short_8: L7S4RVQO
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/L7S4RVQOPVAYLRLRIGFL7EL22W \
  | 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: 5fe5c8d60e7d4185c571418abf917ad5885f43de9831cf5dd0e7bfa4697f0d30
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "ac95c1cc818e33fc2c9a4dd6b255b17aceaad84126596dc3db77b5d060fed76c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-22T22:35:51Z",
    "title_canon_sha256": "75fc512befb2b74394757be3754e336b67658fff056a29d6ac5165cbd6db741c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.09615",
    "kind": "arxiv",
    "version": 1
  }
}