Pith Number

pith:7VKDWXPL

pith:2024:7VKDWXPLCDOM4U7R5BBI2PSN43

not attested not anchored not stored refs pending

Nonlinear functional regression by functional deep neural network with kernel embedding

Ding-Xuan Zhou, Johan A.K. Suykens, Jun Fan, Linhao Song, Zhongjie Shi

arxiv:2401.02890 v2 · 2024-01-05 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{7VKDWXPLCDOM4U7R5BBI2PSN43}

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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

Optimal Convergence Rates for Neural Operators

Receipt and verification

First computed	2026-07-05T11:01:22.897780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd543b5deb10dcce53f1e8428d3e4de6c768bc1ac0a5c0cb0e73c6a54fdccefc

Aliases

arxiv: 2401.02890 · arxiv_version: 2401.02890v2 · doi: 10.48550/arxiv.2401.02890 · pith_short_12: 7VKDWXPLCDOM · pith_short_16: 7VKDWXPLCDOM4U7R · pith_short_8: 7VKDWXPL

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/7VKDWXPLCDOM4U7R5BBI2PSN43 \
  | 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: fd543b5deb10dcce53f1e8428d3e4de6c768bc1ac0a5c0cb0e73c6a54fdccefc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62bd686e835d84a33aa3c8b12816e8774233a41db3d84fa9d4a60694430169a6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-01-05T16:43:39Z",
    "title_canon_sha256": "a5a8b3d778c23d4b90648f3e87740807727825a2cbcb08d215eecb72a54321c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.02890",
    "kind": "arxiv",
    "version": 2
  }
}