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Paper Citation Record · LEDGER

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise

As of 16 August 2026, this Paper Citation Record lists 89 of 89 outbound references and 0 inbound Pith citation observations for arXiv:2412.11451.

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

pith.paper-citation-record.v1
2412.11451 v3

Coverage vector

measured 89 of 89 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-08-11T15:03:54.458023Z

measured 89 of 89 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Reference resolution

89 of 89 outbound references displayed

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External citation measurements

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Outbound references

Observation 5b94a1a8-bf6f-4230-8355-9b03f2987d3d · outbound

This paper cites Quantum Science and Technology.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum Science and Technology

Reference 1

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Observation ef0d5060-9612-4805-893c-908ec3d3d95b · outbound

This paper cites Nature 549(7671), 195–202 (2017).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature 549(7671), 195–202 (2017)

Reference 2

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Observation f9aacce3-5512-4e07-b8f5-d58a4c8c2046 · outbound

This paper cites A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance

Reference 3

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Observation f4907710-044d-4c9b-bb1f-5b39e83a3c9c · outbound

This paper cites Quantum 2, 79 (2018).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum 2, 79 (2018)

Reference 4

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Observation 67b56689-8f34-4ea9-861c-3f06070a9550 · outbound

This paper cites Annual Review of Condensed Matter Physics 11(1), 325–344 (2020).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Annual Review of Condensed Matter Physics 11(1), 325–344 (2020)

Reference 5

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Observation 21d7d6d4-0ff9-414d-a555-dced3946c914 · outbound

This paper cites Quantum Machine Intelligence 6(2), 1–20 (2024).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum Machine Intelligence 6(2), 1–20 (2024)

Reference 6

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Observation 97a820bf-d6bb-4a6b-bdd2-7473681d3aa0 · outbound

This paper cites Nature 567(7747), 209–212 (2019).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature 567(7747), 209–212 (2019)

Reference 7

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Observation 8eda8d18-023b-48fd-a114-6d8724c2554e · outbound

This paper cites : Variational quantum algorithms.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise : Variational quantum algorithms

Reference 8

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Observation 0dc696b0-0f67-4f7f-ac4d-4481b2605b5a · outbound

This paper cites Machine Learning and Knowledge Extraction 6(2), 944–964 (2024) 28.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Machine Learning and Knowledge Extraction 6(2), 944–964 (2024) 28

Reference 9

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Observation 6c7af160-94fa-49c7-8945-75efb9c18568 · outbound

This paper cites Quantum algorithms for supervised and unsupervised machine learning.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum algorithms for supervised and unsupervised machine learning

Reference 10

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Observation a4c19cce-5b7e-44b2-9f89-8d19dd6917ef · outbound

This paper cites In: Pro- ceedings of the 24th International Conference on Machine Learning, pp.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise In: Pro- ceedings of the 24th International Conference on Machine Learning, pp

Reference 11

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Observation 0b1b3f81-2c4f-4888-842f-29ddd1f7e945 · outbound

This paper cites Second Edition.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Second Edition

Reference 12

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Observation 33201930-800e-4390-ab94-a1ca156bfe10 · outbound

This paper cites an unresolved cited work.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Unresolved cited work

Reference 13

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Observation cafa55a7-4d3c-4f93-9f41-a71acf18a40f · outbound

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Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Unresolved cited work

Reference 14

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Observation 2c8cbfc9-ae9f-4ba7-bebd-6ddee9e03b31 · outbound

This paper cites In: International Conference on Machine Learning, pp.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise In: International Conference on Machine Learning, pp

Reference 15

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Observation 35952c4e-60fb-4b79-8dbf-14fcda1fa174 · outbound

This paper cites In: Compressed Sensing and Its Applications: Third International MATHEON Conference 2017, pp.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise In: Compressed Sensing and Its Applications: Third International MATHEON Conference 2017, pp

Reference 16

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Observation d213155d-1148-455d-b06b-19981bbea621 · outbound

This paper cites Advances in neural information processing systems 12 (1999).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Advances in neural information processing systems 12 (1999)

Reference 17

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Observation a62ff156-d2a0-4532-930b-484914e42962 · outbound

This paper cites PRX Quantum2(4), 040321 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise PRX Quantum2(4), 040321 (2021)

Reference 18

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Observation f5ab7270-d69c-4864-84d5-dade48830c76 · outbound

This paper cites Understanding quantum machine learning also requires rethinking generalization.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Understanding quantum machine learning also requires rethinking generalization

Reference 19

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Observation 20e586c0-644c-4768-b509-35506609f430 · outbound

This paper cites Quantum5, 582 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum5, 582 (2021)

Reference 20

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Observation 7d4bde81-b0a5-4b82-a621-596719d4d5d1 · outbound

This paper cites In: 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) (2023).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise In: 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) (2023)

Reference 21

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Observation 43bf87ce-e52b-46e9-b3b6-8a42d8baf441 · outbound

This paper cites Nature communications 13(1), 4919 (2022).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature communications 13(1), 4919 (2022)

Reference 22

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Observation 0279441e-ab7f-4dfc-90b1-8ee6f74e275e · outbound

This paper cites In: The Thirty 29 Seventh Annual Conference on Learning Theory, pp.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise In: The Thirty 29 Seventh Annual Conference on Learning Theory, pp

Reference 23

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Observation b20fd3cf-328c-456a-ae0b-caf03a0aeecd · outbound

This paper cites Generalization of Quantum Machine Learning Models Using Quantum Fisher Information Metric.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Generalization of Quantum Machine Learning Models Using Quantum Fisher Information Metric

Reference 24

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Observation 0b395381-a924-4940-874d-5c0a970aebf6 · outbound

This paper cites Bandwidth Enables Generalization in Quantum Kernel Models.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Bandwidth Enables Generalization in Quantum Kernel Models

Reference 25

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Observation 5bc17729-a447-4da0-98b7-c7cdfdc33461 · outbound

This paper cites Nature Communications 14(1), 3751 (2023).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature Communications 14(1), 3751 (2023)

Reference 26

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This paper cites Nature Computational Science1(6), 403–409 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature Computational Science1(6), 403–409 (2021)

Reference 27

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Observation 03522ac7-dc40-4fe4-afc5-d878415dabf7 · outbound

This paper cites Quantum Science and Technology 8(2), 025013 (2023).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum Science and Technology 8(2), 025013 (2023)

Reference 28

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This paper cites Physical Review A 105(6), 062431 (2022).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical Review A 105(6), 062431 (2022)

Reference 29

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Observation ef7adb22-deb9-4793-89b7-58eb807c433e · outbound

This paper cites Physical Review B 67(9), 094510 (2003).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical Review B 67(9), 094510 (2003)

Reference 30

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Observation 7b5f2c17-fceb-4dcc-b55f-24f40c45d18b · outbound

This paper cites Nature communications 12(1), 6961 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature communications 12(1), 6961 (2021)

Reference 31

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Observation eedf8cde-f98c-4efa-a798-09f4f863ec63 · outbound

This paper cites Physical Review A 106(5), 052421 (2022).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical Review A 106(5), 052421 (2022)

Reference 32

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Observation 4cc836df-751b-4f81-9921-979985413341 · outbound

This paper cites Physical review A 52(4), 2493 (1995).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical review A 52(4), 2493 (1995)

Reference 33

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Observation f92825a4-0c8c-4f18-8e1e-bf1dc86906fe · outbound

This paper cites Learning Robust Observable to Address Noise in Quantum Machine Learning.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Learning Robust Observable to Address Noise in Quantum Machine Learning

Reference 34

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Observation c9018c33-e8c3-4aec-b9ed-08682dc4d71c · outbound

This paper cites Scientific Reports 13(1), 3912 (2023).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Scientific Reports 13(1), 3912 (2023)

Reference 35

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Observation 1946443e-ea91-4ce4-871e-baaaa07995cd · outbound

This paper cites Quantum 8, 1410 (2024).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum 8, 1410 (2024)

Reference 36

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Observation b023f3ae-de80-45ba-84d0-83002c6c4a04 · outbound

This paper cites Quantum 8, 1225 (2024).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum 8, 1225 (2024)

Reference 37

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raw_fallback, observed 2026-08-11T15:03:54.854606Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.329974Z digest=sha256:de6d7a93085052f044d979362888dba40331e941c55d8456f30627b21e9443f9

Observation f8cadac6-67b0-4079-99a1-cb2e95951f5b · outbound

This paper cites Nature Physics 17(9), 1013–1017 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature Physics 17(9), 1013–1017 (2021)

Reference 38

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verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.847267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.332810Z digest=sha256:620907901cc573d442ad6c4d26ca25bff27facbeedf3529744b4b3486c44b2e5

Observation 02392bba-695f-4388-990f-77dba995e8eb · outbound

This paper cites Advances in Neural Information Processing Systems 34, 12661–12673 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Advances in Neural Information Processing Systems 34, 12661–12673 (2021)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.840780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.335439Z digest=sha256:fb2452b52b1d78c3081e5201a0adcfac0d11395b4889e5ba67d8d3db47d1e574

Observation ccdb9f0f-b796-4b31-b9fd-aa0840319d1e · outbound

This paper cites Nature Communications 15(1), 5200 (2024).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature Communications 15(1), 5200 (2024)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.833798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.338465Z digest=sha256:2d1ccd50006a8799446878edece85afa0ddd190815890e3d4803ba90c3895421

Observation 5b11afe7-eade-4747-96c8-392bb6310553 · outbound

This paper cites Nature communica- tions 12(1), 2631 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature communica- tions 12(1), 2631 (2021)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.826633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.341025Z digest=sha256:466958eb6f6702260052e5bb37da26ecf792345100afe6f00cf54f1c114680fc

Observation f8f62c93-2cce-4618-96c1-0b7e6b609d1f · outbound

This paper cites Quantum 5, 592 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum 5, 592 (2021)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.819836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.343548Z digest=sha256:b9519bf0fa5069525f97be2bb124787d76d4065f55ba77b231275aa120f99951

Observation 11197f89-a8f2-41c9-85e5-176027af6fbc · outbound

This paper cites Nature Computational Science 2(9), 567–576 (2022).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature Computational Science 2(9), 567–576 (2022)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.813280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.346259Z digest=sha256:ddb5e4157ff031f44e3efbc999a8eef01e72665d758ae2b913b3612c14219409

Observation 69479fab-f558-4d5d-8552-46d3912d54bc · outbound

This paper cites PRX Quantum 3(1), 010313 (2022).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise PRX Quantum 3(1), 010313 (2022)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.806528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.348785Z digest=sha256:dbc42d618d84789d1305598c31bc192df9824aa160aa5483ac39e7adfaed0468

Observation 7afb1c81-ba39-4f2b-bde3-d1eeb52f78e8 · outbound

This paper cites Quantum 5, 466 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum 5, 466 (2021)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.799947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.351376Z digest=sha256:880fe16ab10165ee1451646dc3105f0a8b4a7281ae9a0de17dd15c10d6ad92ce

Observation b5438242-d260-447e-9806-b754f788406d · outbound

This paper cites Nature communications 9(1), 4812 (2018).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature communications 9(1), 4812 (2018)

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T15:03:54.353995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:03:54.353995Z digest=sha256:e2ff6157566075c0d8d523790b0f7dcfe695327d146dc15fe1a211d0788a8765

Observation 13bb7cb9-4808-494b-91c5-9fda76ce8269 · outbound

This paper cites Quantum 5, 558 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum 5, 558 (2021)

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.789053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.356395Z digest=sha256:d67db4db6fe79ce2f0544b2852f865c262ae53ddd42b2796e53f886d5524ee10

Observation 4877d0d1-b2af-4c44-bf70-4a8806159c0c · outbound

This paper cites American Association of Physics Teachers (2002).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise American Association of Physics Teachers (2002)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.781790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.358407Z digest=sha256:e20fd2dcedfeaac00c720ddc7c35c2fedd4e2bea7213fd84f176e59c33593e3c

Observation 7a8e2aca-ed95-4e96-8da7-8a82e3cedaad · outbound

This paper cites The Journal of Machine Learning Research 11, 2635– 2670 (2010).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise The Journal of Machine Learning Research 11, 2635– 2670 (2010)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.773763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.360575Z digest=sha256:bd839e187aee9a62b6d634c319feaae2987261775f89b7cdcf8f8c97ac1f8775

Observation b7cd7db7-f2c4-4607-90d9-156ceb25f2e5 · outbound

This paper cites Generalization bounds for deep learning.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Generalization bounds for deep learning

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T15:03:54.362533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:03:54.362533Z digest=sha256:ec93358cea86ed20ab00098d4bdcab804f694892461cbcc50df652ef32044178

Observation 3ec00497-b571-4071-a248-f29679aa6224 · outbound

This paper cites Journal of Machine Learning Research 23(166), 1–50 (2022) 31.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Journal of Machine Learning Research 23(166), 1–50 (2022) 31

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.765677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.364904Z digest=sha256:fda916fc6945a0b63bba2b0a0321571a81137ae52df0839256db70550ba707fe

Observation d821923b-ac12-4816-9fcb-1ff0037c75b4 · outbound

This paper cites Journal of Mathematical Psychology 64, 66–75 (2015).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Journal of Mathematical Psychology 64, 66–75 (2015)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.758244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.367216Z digest=sha256:241cda4f556d49c3886e9b954aca613da1c70978a6806115139e1a71cedc933e

Observation 2be03d51-dab2-4959-8297-5d0e1848edff · outbound

This paper cites Neural computation 13(11), 2409–2463 (2001).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Neural computation 13(11), 2409–2463 (2001)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.751222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.369430Z digest=sha256:73bc415e840972847077ce9ced03a5e4ee702739ce60dc389c776325fe73b3d4

Observation 1e9d7344-de75-43d6-9565-f43fda46fe80 · outbound

This paper cites Physical review letters 122(4), 040504 (2019).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical review letters 122(4), 040504 (2019)

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T15:03:54.371609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:03:54.371609Z digest=sha256:383309a7a35adb55d9695ce032781261d5cabb492dcc56ac5ff4768fd4742bc0

Observation 8396fea5-4864-4f13-a667-c133e0102e6b · outbound

This paper cites Physical Review A 98(3), 032309 (2018).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical Review A 98(3), 032309 (2018)

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T15:03:54.373850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:03:54.373850Z digest=sha256:6dbd0852916dad3dba61189d4be50545b85ae87db1579bac3c5cad0e9a0a8880

Observation 0b97ed73-c3a3-4f4e-aa86-0bd19e6f66fa · outbound

This paper cites Physical Review A 99(3), 032331 (2019).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical Review A 99(3), 032331 (2019)

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.736553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.376458Z digest=sha256:555603dfe4c025b98f631ba65241248c720163bc7ee38e3e87dd0a48594903ff

Observation 6ac11192-57d1-42d7-9e13-f6c5ec368967 · outbound

This paper cites Physical Review A 103(3), 032430 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical Review A 103(3), 032430 (2021)

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T15:03:54.378727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:03:54.378727Z digest=sha256:7b3c8a28b49eef6f83c39271422e88161588c1c75317d5677fe2c37f065308ab

Observation 0decffff-918d-47cf-8b89-74a885495a54 · outbound

This paper cites Quantum Science and Technology 4(4), 043001 (2019).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum Science and Technology 4(4), 043001 (2019)

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T15:03:54.380996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:03:54.380996Z digest=sha256:c51bda19d3830d108aece8aedce798918d4059bc9cd72a1216767ae527bb1213

Observation dd7d838b-761c-4a57-9ba2-1311bda6bf20 · outbound

This paper cites Scientific Reports 9(1), 12679 (2019).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Scientific Reports 9(1), 12679 (2019)

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.722083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.383555Z digest=sha256:1bdb1b49a43316efe76a148782394077c61ff5dc9f4d4f25d9e0609070a06446

Observation 8e3b5474-c619-4333-8b81-a28ff53ce972 · outbound

This paper cites Gradients of parameterized quantum gates using the parameter-shift rule and gate decomposition.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Gradients of parameterized quantum gates using the parameter-shift rule and gate decomposition

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-11T15:03:54.385952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:03:54.385952Z digest=sha256:9a00d719d9ad52cf700579bbf08b82f1ad24e0415798f065fdf148e9ff3f28e3

Observation c924dc97-c263-4220-9e60-869ca9faf89a · outbound

This paper cites Walter de Gruyter GmbH & Co KG, ??? (2019).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Walter de Gruyter GmbH & Co KG, ??? (2019)

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.716107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.388389Z digest=sha256:a826fe98a3b51a6fdb819f0fbb20993d4308f9b7a33908391c667e32cd23f28f

Observation ae0a8fef-1c69-481e-9237-41ec8c7edd6c · outbound

This paper cites Physical Review A—Atomic, Molecular, and Optical Physics 73(5), 052108 (2006).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical Review A—Atomic, Molecular, and Optical Physics 73(5), 052108 (2006)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.709910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.390595Z digest=sha256:92fb8c78d263088b4d83a1d3b1ffc8c71e2e2c8b4853b7ed91dd979cc24ae798

Observation 8a7b8996-b520-4983-b60c-ac4acd578e52 · outbound

This paper cites Physical review letters 106(18), 180504 (2011).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical review letters 106(18), 180504 (2011)

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.703292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.392998Z digest=sha256:63a6d247cea313b378236ee8864e201c443aa2f976bed8142fb0ad5dfa388eef

Observation 25f3060e-8619-4e18-aee1-724d660498f2 · outbound

This paper cites California institute of technology 16(1), 1–8 (1998).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise California institute of technology 16(1), 1–8 (1998)

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.697316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.395217Z digest=sha256:552b432637d3d886f2d1c3a485ea9033c94654101445bbb7cd8aceb6831eafd4

Observation eafac546-766e-4489-b910-eba2e17230cc · outbound

This paper cites Mathematics 12(9), 1385 (2024).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Mathematics 12(9), 1385 (2024)

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.691308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.397218Z digest=sha256:67562eb280a855036a1bb1c10b52b39756bfc68a507eb2557cb42f0326e7bf10

Observation e8aac2cc-5a8c-42a4-849a-f3f1c520f952 · outbound

This paper cites Physical Review Letters 133(5), 050603 (2024) 32.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical Review Letters 133(5), 050603 (2024) 32

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.685366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.400890Z digest=sha256:315544cf5402a605c7769a592e90526283c9b744932a701b5c10d5e2cce37016

Observation 764dcc1f-1d3f-4f3a-97c5-e8dfea0405ce · outbound

This paper cites Scientific reports 10(1), 11229 (2020).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Scientific reports 10(1), 11229 (2020)

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.678899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.403532Z digest=sha256:0a2f422b4eab0b9e6dc8522698ef77097b6919dfb7f68dc3aeab9e507dbaddae

Observation 579242fd-66b7-49d3-b9cc-856134018408 · outbound

This paper cites Scientific reports 11(1), 5172 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Scientific reports 11(1), 5172 (2021)

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.671047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.406666Z digest=sha256:5c6544606403c80c42507d805382ac2f125c2e32c005c3580520c39292205250

Observation 1f7f9a9c-7e52-4b19-865f-45ec90310691 · outbound

This paper cites Detecting Quantum and Classical Phase Transitions via Unsupervised Machine Learning of the Fisher Information Metric.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Detecting Quantum and Classical Phase Transitions via Unsupervised Machine Learning of the Fisher Information Metric

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-11T15:03:54.409528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:03:54.409528Z digest=sha256:fc9c9e7ac655ea56780c9616363b5874994c73c01f138016587ce9633365fe3f

Observation af224e63-ce89-47bf-9aa4-ab4f1265d3d7 · outbound

This paper cites Quantum Views 5, 61 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum Views 5, 61 (2021)

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.663731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.412840Z digest=sha256:58e92fd9f88b2d89775b4ba233e1641ae9825c2b6620ef51a835b542f8a93113

Observation d3483e20-ded2-473f-92b0-5f1cc38852e8 · outbound

This paper cites Quantum 5, 539 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum 5, 539 (2021)

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.656719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.415651Z digest=sha256:49e11e5dcf178dbfeefa788c5547f491c1ced4231ded63dd0909406379049d67

Observation 973e314f-1f03-4f27-b813-96d12eeb5516 · outbound

This paper cites Neural computation 10(2), 251–276 (1998).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Neural computation 10(2), 251–276 (1998)

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.650257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.418840Z digest=sha256:894695ed0e34a66fea940cdedaed1afd270d0e2bca8ef3797a1a31b5d62aa347

Observation 51cc3865-7865-4ca3-b3f1-994c646976fb · outbound

This paper cites PRX Quantum 2(4), 040309 (2021).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise PRX Quantum 2(4), 040309 (2021)

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.643764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.421021Z digest=sha256:365bef93b339ca49fec9f023be6aa8b3843d93fd21319a5b60a93dd7a6749632

Observation 662c11ad-1237-4b46-84d8-aa1fd6b740d2 · outbound

This paper cites Journal of Machine Learning Research 21(146), 1–76 (2020).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Journal of Machine Learning Research 21(146), 1–76 (2020)

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.637590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.423269Z digest=sha256:e4b7bcc2008b18b2757e65fbbd6250ea751e353c2fcceeba7138fb4528c03c0c

Observation 93f95da0-3f8e-46de-99bc-05c7affa442c · outbound

This paper cites Quantum 4, 269 (2020).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Quantum 4, 269 (2020)

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.631207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.425622Z digest=sha256:88e5ad6df99a4eeb0c0a3f118bfb277f740cebf22e35582ec3d2f04f0c9a3bf1

Observation a7d2208e-81d0-4a8b-a88c-e14018f0e769 · outbound

This paper cites New Journal of Physics15(12), 125004 (2013).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise New Journal of Physics15(12), 125004 (2013)

Reference 76

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verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.625133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.427811Z digest=sha256:6861fc3189fad1888e8ac126af2d31da3ad5a5a25e86b1421e5f2960bfa6dff2

Observation 864eac72-a466-4010-92b6-e6da922cd738 · outbound

This paper cites Physical Review Letters 72(22), 3439 (1994).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical Review Letters 72(22), 3439 (1994)

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.618936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.430119Z digest=sha256:f0ba63506254c9c2eb1d2d9cf35897a71867d908714c29c6b7da6fb6250c62e1

Observation 1e8c65e4-3476-4e44-9c55-b15b6780a3a8 · outbound

This paper cites Journal of Physics A: Mathematical and Theoretical 53(2), 023001 (2020).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Journal of Physics A: Mathematical and Theoretical 53(2), 023001 (2020)

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.612770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.432303Z digest=sha256:a290467b1bc6bf8fa938d0b3cb2769c16bc97f4ca66332f353e1c26924191aba

Observation 05d91aa6-7f62-4231-acef-5bd101b7d381 · outbound

This paper cites Physical Review A 63(4), 042304 (2001).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physical Review A 63(4), 042304 (2001)

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.606565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.434790Z digest=sha256:42f5ff7006a48aad845d7d3bd7d6e543816f7f3e0b753206f8752bb9b372a92a

Observation 622b6cc5-38c8-4741-a568-3314110d2d21 · outbound

This paper cites In: Quantum Probability and Related Topics, pp.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise In: Quantum Probability and Related Topics, pp

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.600313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.437140Z digest=sha256:5aecbd6475bec04e063d860e4759af767e0ceafa6eaa2113d0929e97ef0bf3f7

Observation 04cb56b5-d16a-4130-b65b-9d1d02640f3a · outbound

This paper cites On the natural gradient for variational quantum eigensolver.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise On the natural gradient for variational quantum eigensolver

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-11T15:03:54.439847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:03:54.439847Z digest=sha256:d9a7cde501bae707cab0ea59340ecd77b12f40555e6cdac20ae77f46469dba0b

Observation 09298531-2f54-408f-9781-5963525c3c35 · outbound

This paper cites Physica A: Statistical Mechanics and its Applications 410, 167–173 (2014).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Physica A: Statistical Mechanics and its Applications 410, 167–173 (2014)

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.592401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.442252Z digest=sha256:c90710257df4e7ae3069104f56889db89bfdbf481a0acab853073be346ccacf6

Observation d9e05d62-be46-41c6-b0dc-63dc58404159 · outbound

This paper cites Effective dimension of machine learning models.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Effective dimension of machine learning models

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-11T15:03:54.444363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:03:54.444363Z digest=sha256:250f38685e326c032fb7ed2a1669b7d8cb855a314ed9ce4b9659196917105c4f

Observation a5a6a688-62ca-42a8-80ee-22498d17990f · outbound

This paper cites John Wiley & Sons google schola 2, 831– 842 (1998).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise John Wiley & Sons google schola 2, 831– 842 (1998)

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.584361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.446923Z digest=sha256:fff8142971069ed6fc675193c655e5cb69a9122cf39b2c134a853140c365c34c

Observation 7022f6a0-a0d9-44af-86ae-2ef7fcc308db · outbound

This paper cites Journal of Statistical Physics 1, 231–252 (1969).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Journal of Statistical Physics 1, 231–252 (1969)

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.576866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.449711Z digest=sha256:429c9f7651ae123f96a0792387ccc09b60b804d075e22a4bb9f3adcc3eb5306d

Observation f2027a38-6821-4214-a78d-e49441d14017 · outbound

This paper cites International Journal of Quantum Information 7(supp01), 125–137 (2009).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise International Journal of Quantum Information 7(supp01), 125–137 (2009)

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.570237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.452014Z digest=sha256:212ba7274f9a6999a3218ba11652c871c6f68f9c81c8e57ddb463eb9296baf90

Observation 3a5ee3c5-f011-4c9b-ac40-f3795e778f42 · outbound

This paper cites Journal of Machine Learning Research 3(Nov), 463–482 (2002).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Journal of Machine Learning Research 3(Nov), 463–482 (2002)

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.563150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.454079Z digest=sha256:37aa6f68de7f2cbcdb9ca3433a4b2b2b0d61fa87fb623e457d466ee232e660b2

Observation f7d51139-0c14-4456-b693-2efd7d276658 · outbound

This paper cites Nature Computational Science 3(6), 542–551 (2023).

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Nature Computational Science 3(6), 542–551 (2023)

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.556034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.456040Z digest=sha256:63c5fcc244d7fb0d242c717ead6a50b68dc43830bd9c77d9dfa6fb4d0eba6a52

Observation 05216cf4-34ad-42c8-8f6c-71c0d8efa32e · outbound

This paper cites Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences474(2209), 20170551 (2018) 34.

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences474(2209), 20170551 (2018) 34

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:03:54.548696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T15:03:54.458023Z digest=sha256:aa9608b76501d1cf8834a348c8fcdb82de73471bc88d0cf635d702ce22acacda

Pith citing papers

No inbound Pith citation observations are available.