Pith Number

pith:DY5FVHTQ

pith:2021:DY5FVHTQZCPB36GFV6KYZ4SLNY

not attested not anchored not stored refs pending

Measuring Model Fairness under Noisy Covariates: A Theoretical Perspective

Aditee Kumthekar, Alex Beutel, Ed H. Chi, Flavien Prost, Jilin Chen, Li Wei, Nick Blumm, Pranjal Awasthi, Trevor Potter, Xuezhi Wang

arxiv:2105.09985 v1 · 2021-05-20 · 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{DY5FVHTQZCPB36GFV6KYZ4SLNY}

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.

Receipt and verification

First computed	2026-07-05T02:42:06.136793Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e3a5a9e70c89e1df8c5af958cf24b6e343a82073f44e9c0ae9c6e176ac0d68e

Aliases

arxiv: 2105.09985 · arxiv_version: 2105.09985v1 · doi: 10.48550/arxiv.2105.09985 · pith_short_12: DY5FVHTQZCPB · pith_short_16: DY5FVHTQZCPB36GF · pith_short_8: DY5FVHTQ

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/DY5FVHTQZCPB36GFV6KYZ4SLNY \
  | 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: 1e3a5a9e70c89e1df8c5af958cf24b6e343a82073f44e9c0ae9c6e176ac0d68e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6f408c245fce697ab34f2d400dada12bcaa8517e2783e70e0bbdfc91d130d5c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-20T18:36:28Z",
    "title_canon_sha256": "09f33a4c38f0f3457768ac7fc627f624757f85f4b5eead4e12ad1ea10a9b40ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.09985",
    "kind": "arxiv",
    "version": 1
  }
}