Pith Number

pith:IMVPB6PS

pith:2020:IMVPB6PSKBOI2YJSKCP3WQ3BEZ

not attested not anchored not stored refs pending

Quantum embeddings for machine learning

Aroosa Ijaz, Josh Izaac, Maria Schuld, Nathan Killoran, Seth Lloyd

arxiv:2001.03622 v2 · 2020-01-10 · quant-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IMVPB6PSKBOI2YJSKCP3WQ3BEZ}

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

17 papers in Pith

Tailor Made Embeddings for Quantum Machine Learning

On a Central Limit Theorem and Sanov's principle for quantum neural networks

An Information-Theoretic Principle for Optimal Quantum Encoding: Tight Frames and Equiangular Ensembles

Feature Encoding in Quantum Machine Learning: A Survey and Practical Guidelines

Generative Quantum Data Embeddings for Supervised Learning

Receipt and verification

First computed	2026-07-05T04:36:30.115457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

432af0f9f2505c8d6132509fbb43612663db9bee5fccf3e0ab7c75df66b48ac2

Aliases

arxiv: 2001.03622 · arxiv_version: 2001.03622v2 · doi: 10.48550/arxiv.2001.03622 · pith_short_12: IMVPB6PSKBOI · pith_short_16: IMVPB6PSKBOI2YJS · pith_short_8: IMVPB6PS

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/IMVPB6PSKBOI2YJSKCP3WQ3BEZ \
  | 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: 432af0f9f2505c8d6132509fbb43612663db9bee5fccf3e0ab7c75df66b48ac2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3edcf6317f9385ae87b00cf775883ffe5e7557ba184ce83d0601d6b0070b667",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2020-01-10T19:00:01Z",
    "title_canon_sha256": "697b28de683a0e75e07ee4b3583a8d527bee6e97c80708f2fb87870808f1738b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.03622",
    "kind": "arxiv",
    "version": 2
  }
}