Pith Number

pith:O57URHVK

pith:2024:O57URHVKCBYLGWE5LOGWDX5JWP

not attested not anchored not stored refs pending

FairPFN: Transformers Can do Counterfactual Fairness

Frank Hutter, Jake Robertson, Noah Hollmann, Noor Awad

arxiv:2407.05732 v1 · 2024-07-08 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O57URHVKCBYLGWE5LOGWDX5JWP}

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

Foundation Models for Credit Risk Prediction: A Game Changer?

Receipt and verification

First computed	2026-07-05T08:41:18.019493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

777f489eaa1070b3589d5b8d61dfa9b3da0398e5a24b0eeaf76bb4c49d685479

Aliases

arxiv: 2407.05732 · arxiv_version: 2407.05732v1 · doi: 10.48550/arxiv.2407.05732 · pith_short_12: O57URHVKCBYL · pith_short_16: O57URHVKCBYLGWE5 · pith_short_8: O57URHVK

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/O57URHVKCBYLGWE5LOGWDX5JWP \
  | 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: 777f489eaa1070b3589d5b8d61dfa9b3da0398e5a24b0eeaf76bb4c49d685479

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "958af59df1fd083ee64156a43628067c09b3046922bc2da3db50f4b0bccb3c88",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-08T08:36:44Z",
    "title_canon_sha256": "e38aa4930814066b140ee48dffe59e3935495b79e131673dca71ea892160e1e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.05732",
    "kind": "arxiv",
    "version": 1
  }
}