Pith Number

pith:CF46ZI2F

pith:2024:CF46ZI2FLZ5LNE7SMWHA36ERDA

not attested not anchored not stored refs pending

Exploring the Limitations of Kolmogorov-Arnold Networks in Classification: Insights to Software Training and Hardware Implementation

Hoai Luan Pham, Thi Diem Tran, Tran Xuan Hieu Le, Tuan Hai Vu, Van Duy Tran, Van Tinh Nguyen, Vu Trung Duong Le, Yasuhiko Nakashima

arxiv:2407.17790 v2 · 2024-07-25 · cs.LG · cs.AR

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\usepackage{pith}
\pithnumber{CF46ZI2FLZ5LNE7SMWHA36ERDA}

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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

P1-KAN: an effective Kolmogorov-Arnold network with application to hydraulic valley optimization

Receipt and verification

First computed	2026-07-05T08:48:46.579678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1179eca3455e7ab693f2658e0df8911813849e6abaf09af6893804bf3edb5a4f

Aliases

arxiv: 2407.17790 · arxiv_version: 2407.17790v2 · doi: 10.48550/arxiv.2407.17790 · pith_short_12: CF46ZI2FLZ5L · pith_short_16: CF46ZI2FLZ5LNE7S · pith_short_8: CF46ZI2F

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/CF46ZI2FLZ5LNE7SMWHA36ERDA \
  | 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: 1179eca3455e7ab693f2658e0df8911813849e6abaf09af6893804bf3edb5a4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b0ac29004b16eb5aa78c48f1082733bf396f5712dd24f22933a68b4b8d93034",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-25T05:52:48Z",
    "title_canon_sha256": "c99f9bdd3b4cafddeb807ed349ec53b30306061a5ad61f1cce3d0203cbf4b4a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.17790",
    "kind": "arxiv",
    "version": 2
  }
}