Pith Number

pith:KUQV46WC

pith:2023:KUQV46WCCYMOLJDXZNZLELYQPL

not attested not anchored not stored refs pending

A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead

Alberto Marchisio, Kamila Zaman, Muhammad Abdullah Hanif, Muhammad Shafique

arxiv:2310.10315 v4 · 2023-10-16 · quant-ph · 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{KUQV46WCCYMOLJDXZNZLELYQPL}

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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

14 papers in Pith

An efficient Pauli decomposition algorithm for structured matrices

Private training in quantum machine learning

PennySynth: RAG-Driven Data Synthesis for Automated Quantum Code Generation

Quantum Algorithm for Distributed Reduction of Entanglements (QADR): A Trainable and Simulation-Efficient QML Framework

Use of Faulty States in Cat-Code Error Correction

Receipt and verification

First computed	2026-07-05T11:18:57.281800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55215e7ac21618e5a477cb72b22f107afab99de34ae6a5b3eca21680810c875d

Aliases

arxiv: 2310.10315 · arxiv_version: 2310.10315v4 · doi: 10.48550/arxiv.2310.10315 · pith_short_12: KUQV46WCCYMO · pith_short_16: KUQV46WCCYMOLJDX · pith_short_8: KUQV46WC

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/KUQV46WCCYMOLJDXZNZLELYQPL \
  | 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: 55215e7ac21618e5a477cb72b22f107afab99de34ae6a5b3eca21680810c875d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5655f7f40789e50a4165c5d86748bb7f2e560198588fd1c06f21e7f1c0174a6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2023-10-16T11:52:54Z",
    "title_canon_sha256": "d07e20a7f78d670e6d5e826326b9a6430e6091247c862b635400d1d00e5f1074"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10315",
    "kind": "arxiv",
    "version": 4
  }
}