Pith Number

pith:47LQX76U

pith:2018:47LQX76UHRKAUZBE2JNDZUGW3K

not attested not anchored not stored refs pending

Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints

Andrew Cotter, Blake Woodworth, Heinrich Jiang, Karthik Sridharan, Maya Gupta, Nathan Srebro, Serena Wang, Seungil You

arxiv:1807.00028 v2 · 2018-06-29 · 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{47LQX76UHRKAUZBE2JNDZUGW3K}

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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.

Receipt and verification

First computed	2026-05-18T00:04:29.659174Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7d70bffd43c540a6424d25a3cd0d6da958f72f8b556f5421ca455d3a9978443

Aliases

arxiv: 1807.00028 · arxiv_version: 1807.00028v2 · doi: 10.48550/arxiv.1807.00028 · pith_short_12: 47LQX76UHRKA · pith_short_16: 47LQX76UHRKAUZBE · pith_short_8: 47LQX76U

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/47LQX76UHRKAUZBE2JNDZUGW3K \
  | 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: e7d70bffd43c540a6424d25a3cd0d6da958f72f8b556f5421ca455d3a9978443

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bf5991a31816128c15c32718144d433c64fa3a0ce8aabb68fb7636041a832c8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-29T18:27:29Z",
    "title_canon_sha256": "b51073789ed79ac27d4c537c2328c35fc3fa307af5e01c6f0afc19d7158a8139"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.00028",
    "kind": "arxiv",
    "version": 2
  }
}