Pith Number

pith:SQBZYHPG

pith:2020:SQBZYHPGNQGJS5XGMNU36CITVJ

not attested not anchored not stored refs pending

The Fairness-Accuracy Pareto Front

Marc Niethammer, Susan Wei

arxiv:2008.10797 v2 · 2020-08-25 · 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{SQBZYHPGNQGJS5XGMNU36CITVJ}

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

Toward Calibrated, Fair, and accurate Deepfake Detection

Receipt and verification

First computed	2026-07-05T03:33:18.915968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94039c1de66c0c9976e66369bf0913aa60a5c134bb2492eb35ec1254f5284471

Aliases

arxiv: 2008.10797 · arxiv_version: 2008.10797v2 · doi: 10.48550/arxiv.2008.10797 · pith_short_12: SQBZYHPGNQGJ · pith_short_16: SQBZYHPGNQGJS5XG · pith_short_8: SQBZYHPG

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/SQBZYHPGNQGJS5XGMNU36CITVJ \
  | 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: 94039c1de66c0c9976e66369bf0913aa60a5c134bb2492eb35ec1254f5284471

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f586e967a5f241d71e780bfab55425ef940b969101f1b82f269e919fb4da64a3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-25T03:32:15Z",
    "title_canon_sha256": "752ccd9855908ea5e6316777c19c6994ee0f0c8ada5f90858fffc209fe01df36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.10797",
    "kind": "arxiv",
    "version": 2
  }
}