Pith. sign in

Paper Citation Record · LEDGER

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation

As of 6 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2604.18837.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2604.18837 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T04:02:05.278581Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:02:32.420659Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

17 of 17 outbound references displayed

  • verified exact8
  • verified fuzzy1
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch7

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation eb7bb367-61f1-44f6-b425-8257da0fba25 · outbound

This paper cites Design and engineering of a simplified workflow execution for the MG5aMC event generator on GPUs and vector CPUs.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation Design and engineering of a simplified workflow execution for the MG5aMC event generator on GPUs and vector CPUs

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T04:04:47.462629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:185785404e796f99b942ddfb210ab49305c959398e0b100e80565ed7f4a82545

Observation f0526401-e5f9-47c2-b497-7b20a412d5c2 · outbound

This paper cites [Online].

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation [Online]

Reference 2

Resolution
verified exact
doi, observed 2026-05-10T04:04:47.454834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:8bd2ef99c9b89a2a589faf2da7f15dd0004d726fc4771586d3ab46cb3190ac89

Observation e674951f-d712-4aca-ac65-7ab03a88015e · outbound

This paper cites Cortes, V.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation Cortes, V

Reference 3

Resolution
metadata mismatch
doi, observed 2026-05-10T04:04:47.459837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:3efa600eb21ad68f57179a81a52377c3fee83597db7e3dbe980ed775716ee359

Observation c6dc34bf-f50c-428c-b98a-fccd782f55a4 · outbound

This paper cites ics.uci.edu/ml.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation ics.uci.edu/ml

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T13:06:35.458402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:1958919e89827705ad9f42c726d0a529c8dfa56691e841abde7a180d4e7a9991

Observation 83dd9606-501d-420c-9532-94aa5484faf4 · outbound

This paper cites Journal of the American Statistical Association 32, 675- 701,10.1080/01621459.1937.10503522.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation Journal of the American Statistical Association 32, 675- 701,10.1080/01621459.1937.10503522

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-10T04:04:47.457479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:3227e80eecbf6b61bbfd75f182500a1fe50910da8b9ffe5eb42b8ae343ffafb0

Observation 8853c6bd-09b7-49c5-9076-7b2c5703b232 · outbound

This paper cites 43 Hsin-Yuan Huang, Michael Broughton, Masoud Mohseni, Ryan Babbush, Sergio Boixo, Hart- mut Neven, and Jarrod R.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation 43 Hsin-Yuan Huang, Michael Broughton, Masoud Mohseni, Ryan Babbush, Sergio Boixo, Hart- mut Neven, and Jarrod R

Reference 6

Resolution
verified exact
doi, observed 2026-05-10T04:04:47.438148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:5d940c2ab959bf523788d814668b00d6b49689cb4d6657730305bd0ae859d81d

Observation ab4b8f9e-06ac-4772-9a08-d60c2867009e · outbound

This paper cites Training quantum embedding kernels on near-term quantum computers.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation Training quantum embedding kernels on near-term quantum computers

Reference 7

Resolution
verified exact
doi, observed 2026-05-10T04:04:47.436297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:37e9161213c09ef39846f5fe1429c603b23aa3ae2d25695f952adb9c65bc08c9

Reference 8

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T12:16:03.071267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:849fc9bc976f4c2cabc1a9de03e6776fcdf75661b7a5c74910bf5160ef23c0f1

Observation 7e22ea9f-a35d-43fc-ab72-05d8cdcfe950 · outbound

This paper cites Kruskal and W.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation Kruskal and W

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-10T04:04:47.440789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:99b4d64219bbb140f89829fa979167726273fe70f378b29c8128254fff0535c2

Observation 58e19aaf-0b5f-483b-bd23-5da33c15035b · outbound

This paper cites Learning the parts of objects by non-negative matrix factorization.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation Learning the parts of objects by non-negative matrix factorization

Reference 10

Resolution
malformed identifier
doi, observed 2026-05-10T04:04:47.452934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:b7dafb38b7da555f5ae766fa671c6441dfbb053352a391ff8a14b454b59e21b0

Observation 92943c32-8fbc-41e7-9cec-77f52c0f01e7 · outbound

This paper cites A rig orous and robust quantum speed-up in supervised machine learning.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation A rig orous and robust quantum speed-up in supervised machine learning

Reference 11

Resolution
verified exact
doi, observed 2026-05-10T04:04:47.447534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:368aa788a7414ef327813b213bc1d3fae8f7ac53499d7d2192827db55a7f795d

Observation 151166f2-3112-4126-8ed7-4d5991e27722 · outbound

This paper cites Patrick Rebentrost, Masoud Mohseni, and Seth Lloyd.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation Patrick Rebentrost, Masoud Mohseni, and Seth Lloyd

Reference 12

Resolution
verified exact
doi, observed 2026-05-10T04:04:47.449463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:dc22e7bd180c19142619099cd9818a91e6cd276b351332ee8a38936202f1e25c

Observation 0f06d541-06e0-48a5-adec-d2c61cbb480c · outbound

This paper cites & Lloyd, S.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation & Lloyd, S

Reference 13

Resolution
metadata mismatch
doi, observed 2026-05-10T04:04:47.451311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:1b7b6d62a8f7a4421b58cc9cc446add5de28f26e30843579184fca3035197b09

Observation 8ec9c443-7532-4651-846e-c94687b30101 · outbound

This paper cites & Killoran, N.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation & Killoran, N

Reference 14

Resolution
metadata mismatch
doi, observed 2026-05-10T04:04:47.434277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:35d4300663cced2e1150277dae3f2de33691da61c43f9c0dcc3b6245c1b35d03

Observation ab5413b3-fead-42ed-ad69-7aadfd0c7698 · outbound

This paper cites Cerezo, and Zoë Holmes.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation Cerezo, and Zoë Holmes

Reference 15

Resolution
metadata mismatch
doi, observed 2026-05-10T04:04:47.443106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:cc710c8091163ba731e87e09c980d582ba142eb53995ff01f50cf7da4a40520d

Observation 15137f89-1386-4fde-a283-3e8182cd6398 · outbound

This paper cites van Rijn, Bernd Bischl, and Luis Torgo.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation van Rijn, Bernd Bischl, and Luis Torgo

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-10T04:04:47.432023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:ecb7e786e882993368f6d9a210673bb1179c05408b7b1d67e2e405ae86ac992e

Observation b79af6e2-3532-4714-b591-58263b6cf377 · outbound

This paper cites Varma, R.

Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation Varma, R

Reference 17

Resolution
metadata mismatch
doi, observed 2026-05-10T04:04:47.445282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:02:05.278581Z digest=sha256:4a588791e39ac2a37943e40d6c7665033c61cf358f6056a97100d315a030f4d3

Pith citing papers

Observation 1797fc03-45b5-4ce6-9d7e-b489776112fc · inbound

Statevector-Referenced Geometry Survival of a Four-Qubit ZZ Quantum Kernel on IBM Quantum Hardware: A Fixed-Subset Diagnostic Across Three Execution Configurations cites this paper.

Statevector-Referenced Geometry Survival of a Four-Qubit ZZ Quantum Kernel on IBM Quantum Hardware: A Fixed-Subset Diagnostic Across Three Execution Configurations Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-01T10:03:21.121637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-01T10:02:32.420659Z digest=sha256:f219bf6d8dcab2a24a8ae9e2e72a4b77b4100a90a0a0942903e899a720cf22f3