Pith Number

pith:B2HIVW6T

pith:2022:B2HIVW6TCBJ535VVXKRINWYNW2

not attested not anchored not stored refs pending

Multicalibrated Regression for Downstream Fairness

Aaron Roth, Christopher Jung, Ira Globus-Harris, Jamie Morgenstern, Michael Kearns, Varun Gupta

arxiv:2209.07312 v1 · 2022-09-15 · cs.LG · cs.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B2HIVW6TCBJ535VVXKRINWYNW2}

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

Trustworthy AI: Ensuring Reliability and Accountability from Models to Agents

Receipt and verification

First computed	2026-07-05T04:57:56.062503Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e8e8adbd31053ddf6b5baa286db0db69d9d138aa61ebf88bd4902eb116ecad3

Aliases

arxiv: 2209.07312 · arxiv_version: 2209.07312v1 · doi: 10.48550/arxiv.2209.07312 · pith_short_12: B2HIVW6TCBJ5 · pith_short_16: B2HIVW6TCBJ535VV · pith_short_8: B2HIVW6T

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/B2HIVW6TCBJ535VVXKRINWYNW2 \
  | 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: 0e8e8adbd31053ddf6b5baa286db0db69d9d138aa61ebf88bd4902eb116ecad3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "929acfcd7cc2bcb53bd5b0ce826ef423477886b1304991a5bb976b08a18b9f99",
    "cross_cats_sorted": [
      "cs.DS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-15T14:16:01Z",
    "title_canon_sha256": "8dd958df77ea8c31792929516162381808b541b79e58436edf920998bef31c85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.07312",
    "kind": "arxiv",
    "version": 1
  }
}