Pith Number

pith:UV4FL4LU

pith:2024:UV4FL4LU2PKWYM55ATBMHHA5Q2

not attested not anchored not stored refs pending

Data Complexity Estimates for Operator Learning

Hrushikesh Mhaskar, Nikola B. Kovachki, Samuel Lanthaler

arxiv:2405.15992 v2 · 2024-05-25 · cs.LG · cs.NA · math.NA

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\usepackage{pith}
\pithnumber{UV4FL4LU2PKWYM55ATBMHHA5Q2}

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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

4 papers in Pith

From Spectral Methods to Sample Complexity Bounds for Fourier Neural Operators

Transpose-free linear algebra

Efficient Approximation for Encoder--Decoder Neural Operators via Variation Spaces

Is Zero-Shot Super-Resolution Possible in Operator Learning?

Receipt and verification

First computed	2026-07-05T09:22:18.241558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a57855f174d3d56c33bd04c2c39c1d86a29743bdd0b5adf3c3aac653342b69db

Aliases

arxiv: 2405.15992 · arxiv_version: 2405.15992v2 · doi: 10.48550/arxiv.2405.15992 · pith_short_12: UV4FL4LU2PKW · pith_short_16: UV4FL4LU2PKWYM55 · pith_short_8: UV4FL4LU

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/UV4FL4LU2PKWYM55ATBMHHA5Q2 \
  | 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: a57855f174d3d56c33bd04c2c39c1d86a29743bdd0b5adf3c3aac653342b69db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bfe704c13346e1a9733794152238622047557e2c8414cde6157a8b4ce0bdfcf",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-25T00:16:21Z",
    "title_canon_sha256": "a47dbd65265ca09778c6f1606174aeb1dc7d9e936ab68a51e983682456bf68b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15992",
    "kind": "arxiv",
    "version": 2
  }
}