Pith Number

pith:UMDRXE3J

pith:2022:UMDRXE3JPMRVAHNBDHSXH7ARZM

not attested not anchored not stored refs pending

Shot-frugal and Robust quantum kernel classifiers

Abhay Shastry, Abhijith Jayakumar, Apoorva Patel, Chiranjib Bhattacharyya

arxiv:2210.06971 v3 · 2022-10-13 · quant-ph · cs.LG

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\usepackage{pith}
\pithnumber{UMDRXE3JPMRVAHNBDHSXH7ARZM}

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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

3 papers in Pith

AQKA: Active Quantum Kernel Acquisition Under a Shot Budget

New perspectives on quantum kernels through the lens of entangled tensor kernels

Adaptive Measurement Allocation for Learning Kernelized SVMs Under Noisy Observations

Receipt and verification

First computed	2026-07-05T07:29:09.179478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3071b93697b23501da119e573fc11cb2e98e76105cc69b484ade6390dbb1d07

Aliases

arxiv: 2210.06971 · arxiv_version: 2210.06971v3 · doi: 10.48550/arxiv.2210.06971 · pith_short_12: UMDRXE3JPMRV · pith_short_16: UMDRXE3JPMRVAHNB · pith_short_8: UMDRXE3J

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/UMDRXE3JPMRVAHNBDHSXH7ARZM \
  | 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: a3071b93697b23501da119e573fc11cb2e98e76105cc69b484ade6390dbb1d07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f472ccfeed08f680c46f0515b0957eeea002d915072577cc6ae6bb16e1e799f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2022-10-13T12:48:23Z",
    "title_canon_sha256": "ef9f66542db1f05f554edc520c6712bb7d90d836f216baae2df8702c7f072d0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.06971",
    "kind": "arxiv",
    "version": 3
  }
}