Pith Number

pith:2MIXFTVC

pith:2017:2MIXFTVCXZEZNJ2R7KPD7EGRMU

not attested not anchored not stored refs pending

On Formalizing Fairness in Prediction with Machine Learning

Mykola Pechenizkiy, Pratik Gajane

arxiv:1710.03184 v3 · 2017-10-09 · cs.LG · cs.AI · 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{2MIXFTVCXZEZNJ2R7KPD7EGRMU}

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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

Fairness and Diversity in the Recommendation and Ranking of Participatory Media Content

Software Fairness: An Analysis and Survey

Receipt and verification

First computed	2026-05-18T00:14:54.443699Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d31172cea2be4996a751fa9e3f90d1652a096250103ee7feffbe04971e85d367

Aliases

arxiv: 1710.03184 · arxiv_version: 1710.03184v3 · doi: 10.48550/arxiv.1710.03184 · pith_short_12: 2MIXFTVCXZEZ · pith_short_16: 2MIXFTVCXZEZNJ2R · pith_short_8: 2MIXFTVC

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/2MIXFTVCXZEZNJ2R7KPD7EGRMU \
  | 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: d31172cea2be4996a751fa9e3f90d1652a096250103ee7feffbe04971e85d367

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c84c875b931b6f79e116612abc90e82234fdb4326e0fc267789109877cee9235",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-10-09T16:39:31Z",
    "title_canon_sha256": "fabf28137baa6033ab63cf7910b2967112e14b7b092952a72822d4fc734b23aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.03184",
    "kind": "arxiv",
    "version": 3
  }
}