Pith Number

pith:ZOQKHEOR

pith:2018:ZOQKHEORORI4QZRGAINOF5RIDQ

not attested not anchored not stored refs pending

Sensitivity and Generalization in Neural Networks: an Empirical Study

Daniel A. Abolafia, Jascha Sohl-Dickstein, Jeffrey Pennington, Roman Novak, Yasaman Bahri

arxiv:1802.08760 v3 · 2018-02-23 · stat.ML · cs.AI · cs.LG · cs.NE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZOQKHEORORI4QZRGAINOF5RIDQ}

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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

4 papers in Pith

Geometric Asymmetry in MoE Specialization: Functional Decorrelation and Representational Overlap

Escape dynamics and implicit bias of one-pass SGD in overparameterized quadratic networks

Complexity of Linear Regions in Self-supervised Deep ReLU Networks

Scale-Aware Adversarial Analysis: A Diagnostic for Generative AI in Multiscale Complex Systems

Receipt and verification

First computed	2026-05-18T00:12:58.499853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cba0a391d17451c86626021ae2f6281c17a8c41e19e377747e81421630177741

Aliases

arxiv: 1802.08760 · arxiv_version: 1802.08760v3 · doi: 10.48550/arxiv.1802.08760 · pith_short_12: ZOQKHEORORI4 · pith_short_16: ZOQKHEORORI4QZRG · pith_short_8: ZOQKHEOR

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/ZOQKHEORORI4QZRGAINOF5RIDQ \
  | 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: cba0a391d17451c86626021ae2f6281c17a8c41e19e377747e81421630177741

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21e6707154bfeff28f92fae137532d946bf53bdc0c07b4b33686188f3dacdff7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-02-23T23:11:07Z",
    "title_canon_sha256": "60171ff3691a5411cdb28d2ac31292d12f7f0d4665d89ee346a880db54dac3b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.08760",
    "kind": "arxiv",
    "version": 3
  }
}