Pith. sign in

Paper Citation Record · LEDGER

Optimizer-Dependent Generalization Bound for Quantum Neural Networks

As of 13 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 0 inbound Pith citation observations for arXiv:2501.16228.

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

pith.paper-citation-record.v1
2501.16228 v1

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:41:16.253109Z

measured 92 of 92 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

92 of 92 outbound references displayed

  • verified exact1
  • verified fuzzy65
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7fd03c11-9cea-4111-b38c-70094a45d881 · outbound

This paper cites an unresolved cited work.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.713498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.713498Z digest=sha256:ac8d6ecbfb4a44fa055e7b3b8e6f048c1cd11e3f9fbd16598a48b0e0e7b848be

Observation e6ee8e5f-c422-46df-8db5-2926d8859f39 · outbound

This paper cites Universal quantum simulators.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Universal quantum simulators

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.718685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.718685Z digest=sha256:82770d5423d82ecc78e3c45cc904542d07883a9d7ebab3b8b18762e808db6ec2

Observation f3507550-3d42-4d05-a329-5b28ce5e86f1 · outbound

This paper cites Toward the first quantum simulation with quantum speedup.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Toward the first quantum simulation with quantum speedup

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.723732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.723732Z digest=sha256:eacc3dbacf970bee01d2d46275ab96e6df09ea8574644fa2c0ad051487df80e0

Observation 0c0880d5-10d7-4aab-9f9b-92f7706f7b43 · outbound

This paper cites Quantum supremacy using a programmable superconducting processor.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Quantum supremacy using a programmable superconducting processor

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.729607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.729607Z digest=sha256:f84875c785a287fae7105b4454a31ac4da94b25f01aa4d4c388b5e4769d2b987

Observation c957b426-55d7-4180-a190-5df517478bd2 · outbound

This paper cites Quantum computational advantage using photons.Science, 370(6523):1460–1463, 2020.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Quantum computational advantage using photons.Science, 370(6523):1460–1463, 2020

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.734694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.734694Z digest=sha256:0acc21b7cafd8150cfa52c16396fc155641db909ed3aad07bc125373b766685e

Observation 46c2722b-d7d0-46b4-ba74-f7dd854337c7 · outbound

This paper cites Strong quantum computational advantage using a superconducting quantum processor.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Strong quantum computational advantage using a superconducting quantum processor

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.739802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.739802Z digest=sha256:b51987d727f60facbb24e2268fb01e77f70d4dd8d8f70d93b308a076270043a9

Observation 150371ec-55e1-4eb7-a355-af962c45a181 · outbound

This paper cites Quantum machine learning.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Quantum machine learning

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.745237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.745237Z digest=sha256:18571438d0bffda360a247d0f3b6977423b862249698391893f9ba043b6083cc

Observation db3dc41d-783c-468b-b2f2-b1ce571dd6b3 · outbound

This paper cites Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-10T13:41:16.401592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.750142Z digest=sha256:cc1bdaa2dbbe7beeba86e262e41a654a5973b4bef9ef5e64f0c82b3d3c852a05

Observation ffa2ec18-9c45-408b-8132-e38caba8c35f · outbound

This paper cites GraphQNTK: Quantum Neural Tangent Kernel for Graph Data.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks GraphQNTK: Quantum Neural Tangent Kernel for Graph Data

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.756029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.756029Z digest=sha256:7e107b7a9f9ecf7b93a723c529e7eee5551db29a3eeaf42138565fc24dce037f

Observation 7666ef93-0e28-4de8-bf87-1216ee3bbb10 · outbound

This paper cites Repre- sentation learning via quantum neural tangent kernels.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Repre- sentation learning via quantum neural tangent kernels

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.760975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.760975Z digest=sha256:074cc92b0f3a78ac4d73dba81522955c64ffde60dff93ec488397b7020c92390

Observation f50b2c05-6854-4dce-a4e2-3f1c13c711c6 · outbound

This paper cites Generalization in quantum machine learning from few training data.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Generalization in quantum machine learning from few training data

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.765921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.765921Z digest=sha256:e2772bca51666c9d00652a464644cc30605247ae843a4137b3912b9d64888ab7

Observation f5409143-9f25-43c3-a09d-c8107d76d1e6 · outbound

This paper cites Challenges and opportunities in quantum machine learning.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Challenges and opportunities in quantum machine learning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.771405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.771405Z digest=sha256:03f43d997a146e7d8e41ec82bb1a6d92c49687404e7afe094ee4078fe758594e

Observation b6116769-0523-49bd-8812-d830e3236c98 · outbound

This paper cites Provably efficient machine learning for quantum many-body problems.Science, 377(6613):eabk3333, 2022.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Provably efficient machine learning for quantum many-body problems.Science, 377(6613):eabk3333, 2022

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.779493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.779493Z digest=sha256:e881c230de971bdad9d368f3ece2fe18e2ce307b678280f536e627254b201435

Observation 9a884f5b-39fb-4308-b603-f64afe80c95f · outbound

This paper cites Power and limitations of single-qubit native quantum neural networks.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Power and limitations of single-qubit native quantum neural networks

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.481722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.790007Z digest=sha256:b19f373f8fb1422a80ad9eb4f890b0248151fbcdf413f733fa6d4b6476b71d28

Observation ed723ea3-d76d-4a18-aa8a-cf5092331144 · outbound

This paper cites Recent advances for quantum neural networks in generative learning.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Recent advances for quantum neural networks in generative learning

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.468200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.794561Z digest=sha256:af14ef20e14b66eb24a7140d7ea7601e0be9e2a8bd151e45c4ebbe211f957019

Observation 72acc2d8-bf76-4fa4-86d2-5e3ed622279a · outbound

This paper cites Sublinear quantum algorithms for training linear and kernel-based classifiers.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Sublinear quantum algorithms for training linear and kernel-based classifiers

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.454634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.799071Z digest=sha256:95afdebf3d2012aac219c54fd96fa642460c11236a92ddb0703fab67ee6f0c83

Observation fd9cdd4d-5448-4185-8315-ec66dd0e1338 · outbound

This paper cites Concentration of Data Encoding in Pa- rameterized Quantum Circuits.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Concentration of Data Encoding in Pa- rameterized Quantum Circuits

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.439725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.803544Z digest=sha256:896b752d561b9f2f726b9f4b86377deb17e83b90be29fc2671903494b5ca8f6b

Observation 00fc394d-fe2a-4b55-b0a8-481bf7708355 · outbound

This paper cites Fiderer, Hendrik Poulsen Nautrup, Jonas M.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Fiderer, Hendrik Poulsen Nautrup, Jonas M

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.425886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.808075Z digest=sha256:57e4ff03275d9f6b20583226a9ea5747bd88a43d36d962bf7b32d268a871c8fc

Observation 13b8ce0a-ab3a-4411-89c5-c7d78e638273 · outbound

This paper cites Recent advances for quantum classifiers.Science China Physics, Mechanics & Astronomy, 65(2):220301, feb 2022.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Recent advances for quantum classifiers.Science China Physics, Mechanics & Astronomy, 65(2):220301, feb 2022

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.411199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.812559Z digest=sha256:8dfaf2c6fcb356050f9099d238991e8490932dac2630c9ac227b29796a7aa7cd

Observation 92f509fb-917e-4b05-98b4-e5661db82c47 · outbound

This paper cites an unresolved cited work.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T13:41:17.396487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.819026Z digest=sha256:9b0ae7be8a69808acf17b22bdd106a29c5d04d76790e3462a2c5b98e4842520e

Observation cb4b700f-5ca8-43ee-b093-3b97546b4350 · outbound

This paper cites an unresolved cited work.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T13:41:17.381797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.823624Z digest=sha256:b8fdc6be1e6ca869b7fc2ee3af88d6a2cdb71eba4adc3b199c3dfac5fd25e96a

Observation cd178463-4709-4658-be94-4e9c34c3f7a8 · outbound

This paper cites Input redundancy for parameterized quantum circuits.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Input redundancy for parameterized quantum circuits

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.366616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.828062Z digest=sha256:03994fd6b3d47dd876accadee5b6ca4e0876a47b60b56ef76b17386d7b3ce489

Observation 041965c0-7e26-46b3-a354-a02d8eb0bad8 · outbound

This paper cites Forn-Díaz, and José I.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Forn-Díaz, and José I

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.352703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.832384Z digest=sha256:394aa54146e47f548d728d69d860cfed8858f0aa603594047a9b6530e683758b

Observation 61a3d388-b8a5-439d-861c-f94b2cacc5f2 · outbound

This paper cites Power and limitations of single-qubit native quantum neural networks.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Power and limitations of single-qubit native quantum neural networks

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.337354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.836524Z digest=sha256:3404074500f182cd71179e316ba997d93cf2d3e21a0c0ddbfd617dad44181bb1

Observation db60c766-0256-44f5-a28e-39f42d9d1715 · outbound

This paper cites Parametrized quantum circuits and their approximation capacities in the context of quantum machine learning, 2023.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Parametrized quantum circuits and their approximation capacities in the context of quantum machine learning, 2023

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.320851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.843130Z digest=sha256:37e7a66328e2db1e6b3e1a027cf1c689b0ee33da9cc6c8461599c64cb83bf655

Observation c972627b-d760-4e1c-922b-76c54dd84d08 · outbound

This paper cites Quantum machine learning beyond kernel methods.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Quantum machine learning beyond kernel methods

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.305644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.847549Z digest=sha256:a5f4813129c4e08ae7ae02d3c54048838bec9f53cea7c74550ab1ef940049aa9

Observation abc668f2-294e-4baa-8182-9133b7e4846d · outbound

This paper cites Provable advantage of parameterized quantum circuit in function approximation, 2023.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Provable advantage of parameterized quantum circuit in function approximation, 2023

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.290401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.852666Z digest=sha256:5b8ab41c0bd07c771dcc989a53a8dfc44a175342ccef071ac7f88631440a9bd5

Observation 941cbed4-71f0-445f-9754-bc4434abad9b · outbound

This paper cites Kawaguchi, Y.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Kawaguchi, Y

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.275131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.858436Z digest=sha256:63e80eef9764fb74ef750672bdf7f7960963c779655279834366971dfb278127

Observation aea74ee2-ca05-497a-9b9f-2f94c7603653 · outbound

This paper cites Efficient measure for the expressivity of variational quantum algorithms.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Efficient measure for the expressivity of variational quantum algorithms

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.261887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.863144Z digest=sha256:b75d30b7be4beab689b8be61381fb275c200cbefd7ef29d5c7a383fc7cdc8f4b

Observation 435ab201-b3c4-4516-850b-54c5fce19493 · outbound

This paper cites The nature of statistical learning theory.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks The nature of statistical learning theory

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:15.868054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:15.868054Z digest=sha256:7b3b601a4fe9bd2acfa492cf06f7b0bb4d5cc400f4dbc46ef779d5418a6f5304

Observation 24312045-c1f9-4ef0-bf6b-1a85134d95f6 · outbound

This paper cites Caro, Hsin-Yuan Huang, M.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Caro, Hsin-Yuan Huang, M

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.237314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.874290Z digest=sha256:a043a40077d749d1e084b071b24218e8ce36a6688f5ad1042abc97072899a623

Observation 45996122-2141-417f-8a2f-1d2e5117a525 · outbound

This paper cites Problem-dependent power of quantum neural networks on multiclass classification.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Problem-dependent power of quantum neural networks on multiclass classification

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.222759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.878740Z digest=sha256:2040cbbecf4c81c44eaa313974e010a21e334e7bd98aca2606a81e72dc88b689

Observation 5ee2adef-e878-43a9-b679-0fba14016144 · outbound

This paper cites The power of quantum neural networks.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks The power of quantum neural networks

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.207321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.883624Z digest=sha256:22dff9c346784f7612521d3b32ba82f29b6c37433285041cd634ee567fcd2fff

Observation 609140e2-b9fd-4352-8f1f-433bd209b91b · outbound

This paper cites A scale-dependent notion of effective dimension, 2020.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks A scale-dependent notion of effective dimension, 2020

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.192327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.888215Z digest=sha256:c1290eaec4b87ef33c6c10603ca38371485b0305f4cf6b5dd3380de0c047c771

Observation c36b6666-eaf6-43d6-9303-850e090ebcce · outbound

This paper cites Effective dimension of machine learning models, 2021.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Effective dimension of machine learning models, 2021

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.177557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.892962Z digest=sha256:74eba13b706341e0c16804c796ce80c6365fb115aea1f65a3ad7e14556025e26

Observation cc8e4a3c-5e77-4216-a992-220330f32c7c · outbound

This paper cites Structural risk minimization for quantum linear classifiers.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Structural risk minimization for quantum linear classifiers

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.160049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.897037Z digest=sha256:e4aa5e73bfa725a543262d7e87f3f5eb2e2f489dcd450787f34f023f2ebb4f98

Observation d856e4f7-f2e6-47cf-954e-7d46421c1b03 · outbound

This paper cites On the uniform convergence of relative frequencies of events to their probabilities.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks On the uniform convergence of relative frequencies of events to their probabilities

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.141363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.901000Z digest=sha256:4487351f8ea917f275ed0f301f9ccb153034e1bc554593f84c469de8b4b14b38

Observation fdeca116-f21f-4d85-a9a0-7b6f6f9252bf · outbound

This paper cites Caro, Elies Gil-Fuster, Johannes Jakob Meyer, Jens Eisert, and Ryan Sweke.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Caro, Elies Gil-Fuster, Johannes Jakob Meyer, Jens Eisert, and Ryan Sweke

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.123983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.905557Z digest=sha256:aaa653757488e506c2d494abb58abd0a1ab23a573499e0b8735dc4bfab4b1178

Observation 9fe71540-d703-4be2-b62d-ab41cfcf031e · outbound

This paper cites Rademacher complexity of noisy quantum circuits, 2021.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Rademacher complexity of noisy quantum circuits, 2021

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.108725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.909598Z digest=sha256:ef082cde7e1c099c19aa1f423ffe4551205a8e96c8deb2addcbe77355da1f1c6

Observation 167b6cf9-b67d-44aa-bf76-9dde1a192040 · outbound

This paper cites Statistical complexity of quantum circuits.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Statistical complexity of quantum circuits

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.095064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.913494Z digest=sha256:c1a1e163a87b3210329f6bc208a64de00be17abf7eb6b7adf48dabaf969016ad

Observation a7107554-1945-4767-96bb-20f2a7d0401c · outbound

This paper cites Theoretical error performance analysis for variational quantum circuit based functional regression.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Theoretical error performance analysis for variational quantum circuit based functional regression

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.078920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:15.917264Z digest=sha256:e4e6d0268366344acc5e7733119df25fe227bc3456731543d518c7889d72aa8b

Observation 2ad97170-7a9b-4e60-86f3-0c19a9654338 · outbound

This paper cites Rademacher and gaussian complexities: Risk bounds and structural results.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Rademacher and gaussian complexities: Risk bounds and structural results

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:16.040002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.040002Z digest=sha256:09f35ede9687a20d7d992be6800be0bffedc1598c6ef2bd9a51bbe27c3e3800e

Observation 56d603f7-8ada-4078-a822-c99d17f84ec4 · outbound

This paper cites Generalization in quantum machine learn- ing: A quantum information standpoint.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Generalization in quantum machine learn- ing: A quantum information standpoint

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.052249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.044516Z digest=sha256:6da65f40502c68e72deae588230c755af417a50cf797f0b6a24a69db6587aa4c

Observation 4dcf2b51-7378-4d80-8729-065c3cc1a661 · outbound

This paper cites On the expressibility and overfitting of quantum circuit learning.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks On the expressibility and overfitting of quantum circuit learning

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.035566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.048327Z digest=sha256:8c8d9868e72380b712761495550012f318a5e3a60b428d4ae46841a1bc91693b

Observation f09f0cde-0570-418d-900c-1f6ff433e1c3 · outbound

This paper cites The inductive bias of quantum kernels.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks The inductive bias of quantum kernels

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.020298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.052380Z digest=sha256:9d95f12ac19d4a8632125a6d4529aae6626269e9b32a490a4a2fe1d768f71ab8

Observation 0b9f8757-ac30-4dcc-8f7c-821b7a1f90ee · outbound

This paper cites Learnability of quantum neural networks.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Learnability of quantum neural networks

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:17.005182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.056937Z digest=sha256:76f3698752c74a2c6c767897a93050361bda172883c969c1233031d895aa4d54

Observation fb117d3e-578f-4abb-a9bc-56203a642f91 · outbound

This paper cites Towards understanding the power of quantum kernels in the NISQ era.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Towards understanding the power of quantum kernels in the NISQ era

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.989564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.060929Z digest=sha256:6a361c80ec36bea8abe3ce1ee2b5cd540f29d44a5282e0e2726dbef867fdbbaf

Observation 181b82c0-2354-42d6-85f4-1344972a20c8 · outbound

This paper cites Power of data in quantum machine learning.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Power of data in quantum machine learning

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.976012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.065794Z digest=sha256:906e88ca16bc2a8879532142c96faf13ed8a6e573c8fa2cd18700f6ecfb141ce

Observation 2007a16a-0778-4a5c-a755-c32267aeb122 · outbound

This paper cites Generalization bounds for uniformly stable algorithms.Advances in Neural Information Processing Systems, 31, 2018.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Generalization bounds for uniformly stable algorithms.Advances in Neural Information Processing Systems, 31, 2018

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.962374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.069655Z digest=sha256:5ec8944eb0a3d93a29ec59e921da0710d1fd13bf2ac07a8ab1c2d60ccc6bf46f

Observation d7159eae-0b1e-4ca5-8895-bf4cba128beb · outbound

This paper cites Sharper bounds for uniformly stable algorithms.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Sharper bounds for uniformly stable algorithms

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.948366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.073493Z digest=sha256:6610b30203e1b9ec337834acd3044c9fb514622de7602c18423f16e924896fd3

Observation 7daa1e54-1bae-4657-9529-7d21f754c900 · outbound

This paper cites Stability and deviation optimal risk bounds with conver- gence rate o(1/n).

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Stability and deviation optimal risk bounds with conver- gence rate o(1/n)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.933477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.078372Z digest=sha256:d3e192bfc22683be35cc4eab17a2a344298ddb387e3bd1387b845ab8e3101dc6

Observation 1f6b3386-ea89-40b1-ad54-48fbfda95bc2 · outbound

This paper cites l_2-uniform stability of randomized learning algorithms: Sharper gen- eralization bounds and confidence boosting.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks l_2-uniform stability of randomized learning algorithms: Sharper gen- eralization bounds and confidence boosting

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.919240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.082282Z digest=sha256:59237a05d2fdae94887b268bc57a47a0444f0c81ef33ad562de1321b25f0a8f6

Observation d51d51a1-b9de-43de-9be6-1548a73d357c · outbound

This paper cites Stability and generalization.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Stability and generalization

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.905678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.086623Z digest=sha256:5647e7e81a5bf4f75746f5d15137f7cbb3eab154ffba0604d70dae080c8ab0fd

Observation 97be72db-14d8-4724-a2fe-06368a606574 · outbound

This paper cites Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk mini- mization.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk mini- mization

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.892441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.090557Z digest=sha256:669f4259f99d9516f48d3c899a58b6fad7566207a53860685a088259cc75db60

Observation 101ddca2-4779-4b6b-bb72-660ec6293a3f · outbound

This paper cites Learnability, stability and uniform convergence.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Learnability, stability and uniform convergence

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.876200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.094285Z digest=sha256:05f1345c86551815e2e0755ca7d000ff0d83774c25b4d78e6427d1df9c975dbb

Observation 096b6f2b-09d1-4b51-b4a7-70ade1e87d33 · outbound

This paper cites Stability of randomized learning algorithms.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Stability of randomized learning algorithms

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.861815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.098307Z digest=sha256:db4d78fb9266eea73e1f3e6fcd6cdfb97b2aed19396644854b175e1ed89fe987

Observation fbab904e-6d8a-44b8-9608-8a2cc8bcdaea · outbound

This paper cites Train faster, generalize better: Stability of stochastic gradient descent.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Train faster, generalize better: Stability of stochastic gradient descent

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.847568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.102010Z digest=sha256:92c63cdc881963622c747257bd4530c827e9ef7d3ca29a06a247e0a461bbf300

Observation faed4470-aca0-441c-bbd9-ef97495872ba · outbound

This paper cites Stability and generalization of graph convolutional neural net- works.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Stability and generalization of graph convolutional neural net- works

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.833096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.106301Z digest=sha256:7a9ed440d33e931055afa6edf7601cffb02a4c66d911bec4a5aa16b53ca70340

Observation 30a5fc0a-98a4-4304-ab04-32e40656d902 · outbound

This paper cites Mitarai, M.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Mitarai, M

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.819026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.111124Z digest=sha256:f2bb03f02229d2ebaca531d2a171bb6e734ea01e9d7b674482ed6146d4541884

Observation 1b5cbff2-e1a0-49ce-a5bc-ed5f2109c76c · outbound

This paper cites Evaluating analytic gradients on quantum hardware.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Evaluating analytic gradients on quantum hardware

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.805116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.115646Z digest=sha256:1401a97c33293e2d35c26ed2a7b0b1a896e98867d413b8cd3f94e707265be1ef

Observation 9b112b6a-de1e-4bf1-aab7-27208a73903e · outbound

This paper cites Quantum natural gradient.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Quantum natural gradient

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.790598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.120025Z digest=sha256:bb58b6b02cbb2915af6ba6bc33edf6b47ebc7f12d7626f7e9cc4634df9e6abe1

Observation 3d387b47-24f7-47eb-965d-b8656dc35313 · outbound

This paper cites Cost function dependent barren plateaus in shallow parametrized quantum circuits.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Cost function dependent barren plateaus in shallow parametrized quantum circuits

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.776590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.123962Z digest=sha256:4ff3e417bc28099aca0d938252ff9e99ae93faa9dd9d8d8931fb7a2d170f3813

Observation 6f1974b8-16bd-46c3-b1e8-1bba11d61bf1 · outbound

This paper cites Quantum circuit architecture.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Quantum circuit architecture

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.762449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.128162Z digest=sha256:4b54b050d312ae3e6b9b1316b6d183855363488fedfc44e454f2266e99f7bf9c

Observation e0be9d3a-30d1-4d2b-8f9b-d30df2d5e443 · outbound

This paper cites Completely positive linear maps on complex matrices.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Completely positive linear maps on complex matrices

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.748260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.132345Z digest=sha256:fc6de5a84e91318fe4e685f01bfbe5056ad029a53f66b63e7208f9ba926f605a

Observation 1b936598-7752-41ac-86df-0e7bec862bc9 · outbound

This paper cites Linear transformations which preserve trace and positive semidefiniteness of operators.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Linear transformations which preserve trace and positive semidefiniteness of operators

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.730629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.136609Z digest=sha256:6452e6300943a2f1fe5c28969e600996d58bc857162d678513c2caadb5ce05fd

Observation 4dd66a42-18e5-4d36-8c35-32f1a0338848 · outbound

This paper cites Toward Trainability of Quantum Neural Networks.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Toward Trainability of Quantum Neural Networks

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:16.140531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.140531Z digest=sha256:0fa5af1fcc57afd9dbc896d84347741005d246a98be1597359d4e8f3bd872bc3

Observation bc0686f7-cbe1-47b7-84fe-86bcc807817e · outbound

This paper cites The dilemma of quantum neural networks.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks The dilemma of quantum neural networks

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:16.145344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.145344Z digest=sha256:3ba2cfac43504812d4322e3fc1c5be96fd062efb03074797494f709c189a606d

Observation 457d3514-af06-44be-9cba-9b63faba1aac · outbound

This paper cites Stochastic gradient descent for hybrid quantum-classical opti- mization.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Stochastic gradient descent for hybrid quantum-classical opti- mization

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.716213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.149525Z digest=sha256:609bea165e445d4f28f439d391bf497508b4ec85590bc19fa846d3af985fa3b2

Observation 391e81a5-761b-4035-8b62-7f1e94dae61a · outbound

This paper cites Information-theoretic bounds on quantum advantage in machine learning.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Information-theoretic bounds on quantum advantage in machine learning

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.700617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.153599Z digest=sha256:1e36e274d29655ee48e8a9dea910d6a679a9ea01ef29802caee6fff459b90d98

Observation 830246a7-d1bf-4aa8-92cf-96113413dc59 · outbound

This paper cites McClean, Sergio Boixo, Vadim N.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks McClean, Sergio Boixo, Vadim N

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.684151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.157865Z digest=sha256:ed463de0106f356f1e60647d51bae700f98142a8e5c02148b232a4f684787c6d

Observation ad977e36-4855-4cc3-bf25-031e508de0a3 · outbound

This paper cites Neural networks and the bias/variance dilemma.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Neural networks and the bias/variance dilemma

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.668178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.161720Z digest=sha256:a3dfa787e25ddc9d1e30c2aca89011091e34b7dc544e0fcc84e9506afa811bbd

Observation a59ce514-97ef-4a5d-8dd1-95b5e7f4728f · outbound

This paper cites The elements of statistical learning: data mining, inference, and prediction, volume 2.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks The elements of statistical learning: data mining, inference, and prediction, volume 2

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:16.165566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.165566Z digest=sha256:c7696628532870f6c7d4285f065ba817c0a4461db0f7a7e23d3dcb091dcf0fa7

Observation 8b24b5ec-5c4d-4d64-a82b-3d7d334e9571 · outbound

This paper cites Better than classical? The subtle art of benchmarking quantum machine learning models.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Better than classical? The subtle art of benchmarking quantum machine learning models

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:16.169463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.169463Z digest=sha256:e997cc8581a6e3a3fdd07c25d7a2d09d80c24d833fce2b2ef28675598811006c

Observation a5f99e74-8ece-44f4-a556-4b0c0f47b588 · outbound

This paper cites Breast Cancer Wisconsin (Diagnostic).

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Breast Cancer Wisconsin (Diagnostic)

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:16.174466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.174466Z digest=sha256:043e0761c530463f01622fa7eed79b564e012156c28d4a671a5f6125964a5928

Observation 9e21c5e9-0372-4869-8d72-64a329918207 · outbound

This paper cites Mnist handwritten digit database.ATT Labs [Online].

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Mnist handwritten digit database.ATT Labs [Online]

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:16.178902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.178902Z digest=sha256:59d8fc6cc7884dff794525e06281910b8d1fd785061a53f91a7a0be8a7950c23

Observation 428ba5f3-c36a-4240-9575-d8d44f526d11 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:16.183130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.183130Z digest=sha256:85da7021f748ae8cfd0bc1d3373632705b83ee7e24b8971e5916b74362d927f5

Observation b98b3a43-000e-40bd-b24a-d35fe9137f2a · outbound

This paper cites Chow, and Jay M.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Chow, and Jay M

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.628520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.187985Z digest=sha256:d80e4824c0c1d6c4abda694494864ed170b22bb04ff165637fbf4b8529eeb8cb

Observation 7984d368-5f9f-43bd-9612-dcc18fbb0af3 · outbound

This paper cites Expressibility of the alternating layered ansatz for quantum computation.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Expressibility of the alternating layered ansatz for quantum computation

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.610546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.192176Z digest=sha256:b75c8ce813ab3e6b36a78e69bca40b8f9552d661f391654ac19af6d76ac07405

Observation 40ebc507-5836-4cde-9933-05040095ccd1 · outbound

This paper cites Expressibility and entangling capability of parameterized quantum circuits for hybrid quantum-classical algorithms.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Expressibility and entangling capability of parameterized quantum circuits for hybrid quantum-classical algorithms

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.595173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.198480Z digest=sha256:4612404002d7139326aafb28fda91651de100389fe2697a074043ad2227b482f

Observation fd29d886-9b26-414b-91c4-73a279cb99dd · outbound

This paper cites Re- versing unknown quantum transformations: Universal quantum circuit for inverting general unitary operations.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Re- versing unknown quantum transformations: Universal quantum circuit for inverting general unitary operations

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.573647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.202513Z digest=sha256:f0468778acf741a57f0ecbcaf69546915c41f8817b4765239af16d60050f9bc2

Observation 9c3d9c6f-e5d7-4307-b6b5-3ad5527175aa · outbound

This paper cites An overview of gradient descent optimization algorithms.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks An overview of gradient descent optimization algorithms

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:16.206540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.206540Z digest=sha256:79dca01ca7adc79ab93e874f0f0d1fdb69577283f20e08ab197926fd019168ec

Observation 6bb9a7f1-f309-428c-ba18-50ed860ff649 · outbound

This paper cites Anschuetz.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Anschuetz

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.556465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.211044Z digest=sha256:3bb2931eac29c140ea8e31ac4614336eaedeccbe335a3d36325595d83f78cd97

Observation cc88a372-d44f-41f0-a6e8-e63eee43053a · outbound

This paper cites Theoretical framework for quan- tum networks.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Theoretical framework for quan- tum networks

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.540581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.215472Z digest=sha256:daaabe84fa4fc38748d6bb48c422ba97a35a36cbf3803d31adb515aeb45fbcaf

Observation c7e25ec6-ca1d-44ab-9ebb-6b141e618977 · outbound

This paper cites Quantum advantage in reversing unknown unitary evolutions, 2024.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Quantum advantage in reversing unknown unitary evolutions, 2024

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:16.219502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.219502Z digest=sha256:7f4fa5f3e1c6ce6836949228a828bbdcbba85c0477cf5bf188837fcd6926f96b

Observation fde804c9-be68-4eaa-a62b-ffae10a11da7 · outbound

This paper cites Reversing Unknown Qubit-Unitary Operation, Deterministically and Exactly.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Reversing Unknown Qubit-Unitary Operation, Deterministically and Exactly

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.511458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.223738Z digest=sha256:94b33907822cf8c4841bc3560361986842d3056229e6c164a245ea5df4dbf3f6

Observation 5dc996e9-4863-401b-9263-2d3a1a6b744f · outbound

This paper cites Optimal quantum networks and one-shot entropies.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Optimal quantum networks and one-shot entropies

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.497267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.227957Z digest=sha256:bae1e328a5f88e411880e4bf41e01f3fddd0763a5ad97667152c0e814873f12a

Observation cc864660-e335-40c1-8957-334dfba7bb50 · outbound

This paper cites Optimal quantum learning of a unitary transformation.Physical Review A, 81(3):032324, March 2010.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Optimal quantum learning of a unitary transformation.Physical Review A, 81(3):032324, March 2010

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.480653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.232212Z digest=sha256:e75e629d733411397080ed6e4f2a62291e32c3ddfe4cbb841a756e3f39d3c6fa

Observation 63bda61e-197b-4c6e-a935-4e0f2c4b49cb · outbound

This paper cites Optimal probabilistic storage and retrieval of unitary channels.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Optimal probabilistic storage and retrieval of unitary channels

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.465657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.236314Z digest=sha256:2381f1cfc2f9f9d87908c7726af82ef06413136f42de175f9dc401d790897d0a

Observation 88d6a7b0-48bf-459f-aa5d-8f6b1790c5e6 · outbound

This paper cites Reversing Unknown Quantum Processes via Virtual Combs for Channels with Limited Information.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Reversing Unknown Quantum Processes via Virtual Combs for Channels with Limited Information

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-10T13:41:16.240358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.240358Z digest=sha256:0402f1d3382b0383284be1c45c3513704e56f9ea8d3aa34d6842d4764aef0309

Observation 79c0fd78-026e-4aeb-af28-19dd7ce261f9 · outbound

This paper cites Quantum com- putations without definite causal structure.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Quantum com- putations without definite causal structure

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.450679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.244840Z digest=sha256:b560407bd6c1fbecfd89df371a0b9647d48303819e98c46297322d6ef79a010c

Observation bb361bc0-9d6c-4d48-b97f-76e29ff69d4c · outbound

This paper cites Quantum correlations with no causal order.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Quantum correlations with no causal order

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.432654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.249083Z digest=sha256:f81c50d19acc2849f5edb5afc52aa50415d888bc879c148f1e4374acb2d9e79a

Observation d68f8c4d-044d-4bec-9dac-5c9a4810d5c7 · outbound

This paper cites Quantum computation and quantum information.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Quantum computation and quantum information

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T13:41:16.418007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:41:16.253109Z digest=sha256:9da44a6f279f9ca8b22aba8c6486b501c61fca56a9e2bfeda0e9c6672ce7d844

Pith citing papers

No inbound Pith citation observations are available.