Pith Number

pith:23KMFH62

pith:2024:23KMFH62G3AS7CMFHDU47MYJTK

not attested not anchored not stored refs pending

Opportunities and limitations of explaining quantum machine learning

Elies Gil-Fuster, Gr\'egoire Montavon, Jens Eisert, Jonas R. Naujoks, Thomas Wiegand, Wojciech Samek

arxiv:2412.14753 v1 · 2024-12-19 · quant-ph · cs.LG · 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{23KMFH62G3AS7CMFHDU47MYJTK}

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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

Noise Models Impacts and Mitigation Strategies in Photonic Quantum Machine Learning

Receipt and verification

First computed	2026-07-05T09:51:52.156959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6d4c29fda36c12f898538e9cfb3099a9cc676bba48095a43843183fcebd447c

Aliases

arxiv: 2412.14753 · arxiv_version: 2412.14753v1 · doi: 10.48550/arxiv.2412.14753 · pith_short_12: 23KMFH62G3AS · pith_short_16: 23KMFH62G3AS7CMF · pith_short_8: 23KMFH62

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/23KMFH62G3AS7CMFHDU47MYJTK \
  | 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: d6d4c29fda36c12f898538e9cfb3099a9cc676bba48095a43843183fcebd447c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23ce5c94cd680c8ebdbd970c14fd81ba2d2d47a884c7c7ad4bf94b0d5e4bff31",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2024-12-19T11:34:22Z",
    "title_canon_sha256": "e651275de04fbec9ee574e9625dd5c76f2a4ba419fe450c64e4aaa081c5b1c78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14753",
    "kind": "arxiv",
    "version": 1
  }
}