Pith Number

pith:M7Z66FFO

pith:2022:M7Z66FFOKZROVF5QVAUSCE6NNK

not attested not anchored not stored refs pending

Avoiding spurious correlations via logit correction

Carlos Fernandez-Granda, Nitesh Sekhar, Prateek Singhal, Sheng Liu, Xu Zhang, Yue Wu

arxiv:2212.01433 v2 · 2022-12-02 · cs.LG · cs.CL · cs.CV · eess.IV · 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{M7Z66FFOKZROVF5QVAUSCE6NNK}

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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

Mitigating Spurious Correlations with Memorization-Guided Dataset De-Biasing

Receipt and verification

First computed	2026-07-05T05:46:52.838809Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67f3ef14ae5662ea97b0a8292113cd6abedeb3c080dd8294b19e22ae4e058e20

Aliases

arxiv: 2212.01433 · arxiv_version: 2212.01433v2 · doi: 10.48550/arxiv.2212.01433 · pith_short_12: M7Z66FFOKZRO · pith_short_16: M7Z66FFOKZROVF5Q · pith_short_8: M7Z66FFO

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/M7Z66FFOKZROVF5QVAUSCE6NNK \
  | 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: 67f3ef14ae5662ea97b0a8292113cd6abedeb3c080dd8294b19e22ae4e058e20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "245442439f79046ce22af95ffc458be35add74c33aab417f86960c6b1a29efba",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "eess.IV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-02T20:30:59Z",
    "title_canon_sha256": "54aa50207388996dda3fca872d9799e9956a9f3925c0d4ac2d1231a7bd9ec310"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.01433",
    "kind": "arxiv",
    "version": 2
  }
}