Pith Number

pith:JROG7L5S

pith:2023:JROG7L5SRR5I4JLTHHVI7FL3LN

not attested not anchored not stored refs pending

The Unbearable Weight of Massive Privilege: Revisiting Bias-Variance Trade-Offs in the Context of Fair Prediction

Falaah Arif Khan, Julia Stoyanovich

arxiv:2302.08704 v1 · 2023-02-17 · cs.LG · cs.CY

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JROG7L5SRR5I4JLTHHVI7FL3LN}

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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

Decision-centric fairness: Evaluation and optimization for resource allocation problems

Receipt and verification

First computed	2026-07-05T05:42:53.798860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c5c6fafb28c7a8e257339ea8f957b5b41bacdfa600c680320520bba6ed0fbdc

Aliases

arxiv: 2302.08704 · arxiv_version: 2302.08704v1 · doi: 10.48550/arxiv.2302.08704 · pith_short_12: JROG7L5SRR5I · pith_short_16: JROG7L5SRR5I4JLT · pith_short_8: JROG7L5S

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/JROG7L5SRR5I4JLTHHVI7FL3LN \
  | 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: 4c5c6fafb28c7a8e257339ea8f957b5b41bacdfa600c680320520bba6ed0fbdc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a1f6977e3d888461b0e0f4410318ed6e50e6cf9439abc6fec130a95e9d1ff6a",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-17T05:34:35Z",
    "title_canon_sha256": "9f70fd09e2e83457f6e24687b046c3d0b8d3f63eb8ccf544daea4b9deace5970"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08704",
    "kind": "arxiv",
    "version": 1
  }
}