Pith Number

pith:XCLZDB54

pith:2025:XCLZDB545TTOBC6RMHY2CJPOOH

not attested not anchored not stored refs pending

Improving KAN with CDF normalization to quantiles

Jakub Strawa, Jarek Duda

arxiv:2507.13393 v1 · 2025-07-16 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XCLZDB545TTOBC6RMHY2CJPOOH}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Biology-inspired joint distribution neurons based on Hierarchical Correlation Reconstruction allowing for multidirectional propagation of values and densities

Receipt and verification

First computed	2026-07-05T11:39:16.651717Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8979187bcece6e08bd161f1a125ee71de607f978e3b9c0e76b3c630e1270156

Aliases

arxiv: 2507.13393 · arxiv_version: 2507.13393v1 · doi: 10.48550/arxiv.2507.13393 · pith_short_12: XCLZDB545TTO · pith_short_16: XCLZDB545TTOBC6R · pith_short_8: XCLZDB54

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/XCLZDB545TTOBC6RMHY2CJPOOH \
  | 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: b8979187bcece6e08bd161f1a125ee71de607f978e3b9c0e76b3c630e1270156

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67035e57922cd9fb3379235d07c94f78abc8127c7c1bed275a4ba913ef2315e3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-16T09:24:11Z",
    "title_canon_sha256": "22668d01fcb0b3078c77601c2211f02fcba25e58e7f6ebdc66123bb5ffeddcd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.13393",
    "kind": "arxiv",
    "version": 1
  }
}