Pith Number

pith:V33XH6IS

pith:2018:V33XH6ISNXPJEZT7FY4TWNKPMA

not attested not anchored not stored refs pending

Welfare and Distributional Impacts of Fair Classification

Lily Hu, Yiling Chen

arxiv:1807.01134 v1 · 2018-07-03 · 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{V33XH6ISNXPJEZT7FY4TWNKPMA}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Fairness vs Performance: Characterizing the Pareto Frontier of Algorithmic Decision Systems

Receipt and verification

First computed	2026-05-18T00:11:45.211807Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aef773f9126dde92667f2e393b354f6008fd7333b05a4c47fce29224fcecc977

Aliases

arxiv: 1807.01134 · arxiv_version: 1807.01134v1 · doi: 10.48550/arxiv.1807.01134 · pith_short_12: V33XH6ISNXPJ · pith_short_16: V33XH6ISNXPJEZT7 · pith_short_8: V33XH6IS

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/V33XH6ISNXPJEZT7FY4TWNKPMA \
  | 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: aef773f9126dde92667f2e393b354f6008fd7333b05a4c47fce29224fcecc977

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d06c3aa22abd062eda8527e6a3821296fa72e86b47b63442a3853c0962401b3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-03T12:57:59Z",
    "title_canon_sha256": "f91f21ff2ee7832bf826bf3b34d592a8c6d99a6d16a7d711e389952699a84af8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.01134",
    "kind": "arxiv",
    "version": 1
  }
}