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Pith Number

pith:JB4TRN5U

pith:2023:JB4TRN5UTAYZGKXZPOGZF3YIEH
not attested not anchored not stored refs pending

Controlling the Inductive Bias of Wide Neural Networks by Modifying the Kernel's Spectrum

Amnon Geifman, Daniel Barzilai, Meirav Galun, Ronen Basri

arxiv:2307.14531 v2 · 2023-07-26 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JB4TRN5UTAYZGKXZPOGZF3YIEH}

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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.
Receipt and verification
First computed 2026-07-05T07:58:22.257692Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

487938b7b49831932af97b8d92ef0821f6786d1f68de386526005ff5b1a40325

Aliases

arxiv: 2307.14531 · arxiv_version: 2307.14531v2 · doi: 10.48550/arxiv.2307.14531 · pith_short_12: JB4TRN5UTAYZ · pith_short_16: JB4TRN5UTAYZGKXZ · pith_short_8: JB4TRN5U
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JB4TRN5UTAYZGKXZPOGZF3YIEH \
  | 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: 487938b7b49831932af97b8d92ef0821f6786d1f68de386526005ff5b1a40325
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "aec5bf1e0fef65d75e5b2f280f50398b12d1948dd39ff0e7ce90209c6115b0da",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-26T22:39:47Z",
    "title_canon_sha256": "4f300928f5ceed3ec68868fb44e02b1a8dcfb4a41f628efab40f1ed1ad7e7012"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.14531",
    "kind": "arxiv",
    "version": 2
  }
}