Pith Number

pith:GAS4HGNB

pith:2024:GAS4HGNBRLVFUNTPDNZ4N7XO2F

not attested not anchored not stored refs pending

On the expressiveness and spectral bias of KANs

Jonathan W. Siegel, Thomas Y. Hou, Yixuan Wang, Ziming Liu

arxiv:2410.01803 v2 · 2024-10-02 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GAS4HGNBRLVFUNTPDNZ4N7XO2F}

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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

8 papers in Pith

EML Trees Are Universal Approximators

Necessary and sufficient conditions for universality of Kolmogorov-Arnold networks

Fourier Feature Pyramids for Physics-Informed Neural Networks

QKAN: quantum Kolmogorov-Arnold networks with applications in machine learning and multivariate state preparation

Necessary and sufficient conditions for universality of Kolmogorov-Arnold networks

Receipt and verification

First computed	2026-07-05T10:10:44.520868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3025c399a18aea5a366f1b73c6feeed157f85204d858d3b8ec8063a2f4b5636d

Aliases

arxiv: 2410.01803 · arxiv_version: 2410.01803v2 · doi: 10.48550/arxiv.2410.01803 · pith_short_12: GAS4HGNBRLVF · pith_short_16: GAS4HGNBRLVFUNTP · pith_short_8: GAS4HGNB

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/GAS4HGNBRLVFUNTPDNZ4N7XO2F \
  | 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: 3025c399a18aea5a366f1b73c6feeed157f85204d858d3b8ec8063a2f4b5636d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86d1c1fd30c28a6ea9bef59d3fce6a89bad20313c555a7775700a98220b5bca5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T17:57:38Z",
    "title_canon_sha256": "39a9e28fc8ec9bc2397153a0a906337f5ecc6c1cdc362544a7235266de02e67a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01803",
    "kind": "arxiv",
    "version": 2
  }
}