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Pith Number

pith:KNEND654

pith:2023:KNEND654TAUMTRR574LNHI36X7
not attested not anchored not stored refs pending

Fundamental limits of overparametrized shallow neural networks for supervised learning

Daria Tieplova, Francesco Camilli, Jean Barbier

arxiv:2307.05635 v1 · 2023-07-11 · cs.LG · cond-mat.dis-nn · cond-mat.stat-mech · cs.IT · math.IT · math.ST · stat.TH

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\usepackage{pith}
\pithnumber{KNEND654TAUMTRR574LNHI36X7}

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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.

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1 paper in Pith

Receipt and verification
First computed 2026-07-05T06:30:10.800786Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5348d1fbbc9828c9c63dff16d3a37ebff0ebb8e2d0c6e6de15f21e603c6ee6b8

Aliases

arxiv: 2307.05635 · arxiv_version: 2307.05635v1 · doi: 10.48550/arxiv.2307.05635 · pith_short_12: KNEND654TAUM · pith_short_16: KNEND654TAUMTRR5 · pith_short_8: KNEND654
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KNEND654TAUMTRR574LNHI36X7 \
  | 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: 5348d1fbbc9828c9c63dff16d3a37ebff0ebb8e2d0c6e6de15f21e603c6ee6b8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f84a6ef33f3c216b8fb39e50fd0b77a7956606dfdd2898e219818929a8ca4220",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cond-mat.stat-mech",
      "cs.IT",
      "math.IT",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-11T08:30:50Z",
    "title_canon_sha256": "2d2a7993e16ce5113c0cd11b0f4400c11dcbdd688948ebae7397b999b3316b94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.05635",
    "kind": "arxiv",
    "version": 1
  }
}