Pith Number

pith:ROUMBLMC

pith:2024:ROUMBLMC35RMTLUF2MCVZAHJGO

not attested not anchored not stored refs pending

On the Convergence of (Stochastic) Gradient Descent for Kolmogorov--Arnold Networks

Vincent Y. F. Tan, Yihang Gao

arxiv:2410.08041 v1 · 2024-10-10 · cs.LG · cs.AI · math.OC

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\usepackage{pith}
\pithnumber{ROUMBLMC35RMTLUF2MCVZAHJGO}

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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

Adaptive RBF-KAN: A Comparative Evaluation of Dynamic Shape Parameters in Kolmogorov-Arnold Networks

Receipt and verification

First computed	2026-07-05T09:18:47.766588Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ba8c0ad82df62c9ae85d3055c80e933a66c999ed6e7fc7a108fd0aa7efb1730

Aliases

arxiv: 2410.08041 · arxiv_version: 2410.08041v1 · doi: 10.48550/arxiv.2410.08041 · pith_short_12: ROUMBLMC35RM · pith_short_16: ROUMBLMC35RMTLUF · pith_short_8: ROUMBLMC

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/ROUMBLMC35RMTLUF2MCVZAHJGO \
  | 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: 8ba8c0ad82df62c9ae85d3055c80e933a66c999ed6e7fc7a108fd0aa7efb1730

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93e8f91cfbeac6efcf4957f1929bd80a81dbb823e22478b02f4addfe1d2fa234",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-10T15:34:10Z",
    "title_canon_sha256": "0f1b9f88726645e0011b758223663db8397053b1fc1dcd448bce06b46eaea522"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08041",
    "kind": "arxiv",
    "version": 1
  }
}