Pith Number

pith:GVNEY46T

pith:2024:GVNEY46TQ7YUKMVCINVLZHXGQZ

not attested not anchored not stored refs pending

Data Debiasing with Datamodels (D3M): Improving Subgroup Robustness via Data Selection

Aleksander Madry, Andrew Ilyas, Kimia Hamidieh, Kristian Georgiev, Marzyeh Ghassemi, Saachi Jain

arxiv:2406.16846 v1 · 2024-06-24 · cs.LG · cs.CY · 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{GVNEY46TQ7YUKMVCINVLZHXGQZ}

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	2026-07-05T08:36:04.442111Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

355a4c73d387f14532a2436abc9ee6867e77bab56a36eef353e0ed13abdae537

Aliases

arxiv: 2406.16846 · arxiv_version: 2406.16846v1 · doi: 10.48550/arxiv.2406.16846 · pith_short_12: GVNEY46TQ7YU · pith_short_16: GVNEY46TQ7YUKMVC · pith_short_8: GVNEY46T

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/GVNEY46TQ7YUKMVCINVLZHXGQZ \
  | 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: 355a4c73d387f14532a2436abc9ee6867e77bab56a36eef353e0ed13abdae537

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c00709f9a3ec1a4700633c3c496baa9969dd9d84d231d801e2b332e972ffc82",
    "cross_cats_sorted": [
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-24T17:51:01Z",
    "title_canon_sha256": "d63e8147a86bde59b189690500fae78b929f23a344c3eac736519a05599af65a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16846",
    "kind": "arxiv",
    "version": 1
  }
}