Pith Number

pith:A6I22KBK

pith:2022:A6I22KBKRK4BH52H5W2AQA2EFQ

not attested not anchored not stored refs pending

On the (Non-)Robustness of Two-Layer Neural Networks in Different Learning Regimes

Alberto Bietti, Elvis Dohmatob

arxiv:2203.11864 v2 · 2022-03-22 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A6I22KBKRK4BH52H5W2AQA2EFQ}

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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

Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization

Receipt and verification

First computed	2026-07-05T04:37:05.089924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0791ad282a8ab813f747edb40803442c0914a2fa4b3ba866b4ecbcb8b6ec1e4f

Aliases

arxiv: 2203.11864 · arxiv_version: 2203.11864v2 · doi: 10.48550/arxiv.2203.11864 · pith_short_12: A6I22KBKRK4B · pith_short_16: A6I22KBKRK4BH52H · pith_short_8: A6I22KBK

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/A6I22KBKRK4BH52H5W2AQA2EFQ \
  | 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: 0791ad282a8ab813f747edb40803442c0914a2fa4b3ba866b4ecbcb8b6ec1e4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82584cbf32e10161cfa10b7232c3219295d8874637e655ae46127350e8ce8775",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-03-22T16:40:52Z",
    "title_canon_sha256": "5008163c09034f32490d7dba583d8c80e828cc77d62b5629a2aa734cb2d44cd1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.11864",
    "kind": "arxiv",
    "version": 2
  }
}