Pith Number

pith:YDB2N36A

pith:2022:YDB2N36ATVASSLGJ6ONLAQESHX

not attested not anchored not stored refs pending

On how to avoid exacerbating spurious correlations when models are overparameterized

Christos Thrampoulidis, Ke Wang, Tina Behnia

arxiv:2206.12739 v1 · 2022-06-25 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YDB2N36ATVASSLGJ6ONLAQESHX}

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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

Thumb on the Scale: Optimal Loss Weighting in Last Layer Retraining

Receipt and verification

First computed	2026-07-05T04:34:58.579193Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0c3a6efc09d41292cc9f39ab040923dc5c9634389278ad60a1b7e612697debb

Aliases

arxiv: 2206.12739 · arxiv_version: 2206.12739v1 · doi: 10.48550/arxiv.2206.12739 · pith_short_12: YDB2N36ATVAS · pith_short_16: YDB2N36ATVASSLGJ · pith_short_8: YDB2N36A

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/YDB2N36ATVASSLGJ6ONLAQESHX \
  | 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: c0c3a6efc09d41292cc9f39ab040923dc5c9634389278ad60a1b7e612697debb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bad09095dab49004a2f846883cd9216bd4c0a59dbd51fc7286fe85ccd7b9d363",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-25T21:53:44Z",
    "title_canon_sha256": "ce83e6096a0e007db43f7736f2666450f8ef7e6cf6c7744c2109b6ea78816612"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.12739",
    "kind": "arxiv",
    "version": 1
  }
}