Pith Number

pith:2G74PQWY

pith:2024:2G74PQWYT357TINBDAVHRSAAVU

not attested not anchored not stored refs pending

Distributionally robust risk evaluation with an isotonic constraint

Cong Ma, Rina Foygel Barber, Yu Gui

arxiv:2407.06867 v4 · 2024-07-09 · stat.ME · 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{2G74PQWYT357TINBDAVHRSAAVU}

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

Risk-Controlled Post-Processing of Decision Policies

Receipt and verification

First computed	2026-07-05T09:50:49.704490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1bfc7c2d89efbf9a1a1182a78c800ad0f02cfafba1400293bab4eac9979ea62

Aliases

arxiv: 2407.06867 · arxiv_version: 2407.06867v4 · doi: 10.48550/arxiv.2407.06867 · pith_short_12: 2G74PQWYT357 · pith_short_16: 2G74PQWYT357TINB · pith_short_8: 2G74PQWY

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/2G74PQWYT357TINBDAVHRSAAVU \
  | 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: d1bfc7c2d89efbf9a1a1182a78c800ad0f02cfafba1400293bab4eac9979ea62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c38f686edcb998d58e7f56207d56808c20eba589b17f5fb0114334ace2aa760b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-07-09T13:56:34Z",
    "title_canon_sha256": "a52f66656031d2500d97e6d6989470f3283ec94217a1272810f36467452153d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.06867",
    "kind": "arxiv",
    "version": 4
  }
}