Pith Number

pith:IBSKEJB5

pith:2024:IBSKEJB5Q7EDK46EML4DDHQQGT

not attested not anchored not stored refs pending

Inference, interference and invariance: How the Quantum Fourier Transform can help to learn from data

David Wakeham, Maria Schuld

arxiv:2409.00172 v1 · 2024-08-30 · quant-ph · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IBSKEJB5Q7EDK46EML4DDHQQGT}

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

2 papers in Pith

Quantum Fourier Generative Models Trainable at Large Scale

Spectral methods: crucial for machine learning, natural for quantum computers?

Receipt and verification

First computed	2026-07-05T09:01:42.115388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4064a2243d87c83573c462f8319e1034eaa6077413cf7a2bd2a3f6ebd01d10b1

Aliases

arxiv: 2409.00172 · arxiv_version: 2409.00172v1 · doi: 10.48550/arxiv.2409.00172 · pith_short_12: IBSKEJB5Q7ED · pith_short_16: IBSKEJB5Q7EDK46E · pith_short_8: IBSKEJB5

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/IBSKEJB5Q7EDK46EML4DDHQQGT \
  | 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: 4064a2243d87c83573c462f8319e1034eaa6077413cf7a2bd2a3f6ebd01d10b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4e30003e93acf914bc10479e719410c7bb449e14cd3b9c7fa8c05407ec9294e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2024-08-30T18:00:01Z",
    "title_canon_sha256": "090f8a6918090a9ad49f95ae5a0adc486af60216453debb7ed713446706a4c28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.00172",
    "kind": "arxiv",
    "version": 1
  }
}