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Paper Citation Record · LEDGER

Optimizer-Dependent Generalization Bound for Quantum Neural Networks

As of 10 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

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

measured 92 of 92 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

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Reference resolution

92 of 92 outbound references displayed

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External citation measurements

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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

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

Reference 21

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

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

Reference 22

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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

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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

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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

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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

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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

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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

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

This paper cites Kawaguchi, Y.

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

Reference 29

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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

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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

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source=pdf_text observed=2026-08-10T13:41:15.868054Z digest=sha256:f0994c89d96b50a91a2e4a9a1b2e0b8a590982634667b31964e8bab7fa03f689

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

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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

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source=pdf_text observed=2026-08-10T13:41:15.878740Z digest=sha256:61280007bec04068345f9508567013bedff080a33eafcfa344f7487c559bf083

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

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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

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source=pdf_text observed=2026-08-10T13:41:15.888215Z digest=sha256:09932518ffeffd50505cb078f3564c8176251381e9f7a2dfa16713b9c0ff1d2e

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

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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

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source=pdf_text observed=2026-08-10T13:41:15.897037Z digest=sha256:5856ee93db7513ef0bb21edb4874e8c9e49f196a6e8a783d9cc3aeae1461a307

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

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:15.901000Z digest=sha256:99b604ebfb372867ed3118ebdcbb70ada2354c064e3400d6bd120f360b926cfc

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

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:15.905557Z digest=sha256:b6524cf8e6e61531ef4c08ce52a5405b033e02c7f95f0399b1c6e57028b8c21c

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

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:15.909598Z digest=sha256:dcebdb63fe59cbfaa6a8059bf907bfaaf5ee83c3590226dd305e7de68c53df09

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

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:15.913494Z digest=sha256:998d564db684acf811fa5f408d435d2aaee53ddf2f4ee7ef1b946c91e2dbcd0d

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

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:15.917264Z digest=sha256:f67c658fbf560c363b886e4f9daeca06b1bbc09f6af382eec079ca4a4676f4ae

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

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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=sha256:5b19ef931a143c07b00045fe443a3074f48b526c28501e8cfc8cd897b291fb92

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.044516Z digest=sha256:412f0e2d8bc9756a1463450455212329055429a3d75a3d29020c3e914910968d

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

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

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source=pdf_text observed=2026-08-10T13:41:16.048327Z digest=sha256:9cbec2c17db1edfadb8d6be42c090c4a4b72865095015bab2f128adec769324c

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

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.052380Z digest=sha256:7c8af87d44640a8848439631ef59db5c2f8ef8e7dfdc37d3598f533641ff0014

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.056937Z digest=sha256:9eb599269293e8f426f299adb8a1562f023d62e9b0d5e5374bc40d5264720ad3

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

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.060929Z digest=sha256:15cf628a868013f26b0a38b1d76d9dabb57eecbbb59ba57a770bf2a28040f7cf

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.065794Z digest=sha256:42cb60059e9b10eac1626a15e3443f8a4bc21bdf0436a552216c802d54523049

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

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.069655Z digest=sha256:18cbbf8b7db46acff7a6be80eeb0a29e8e3b83f1d8a2a285502fab5b2db93328

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.073493Z digest=sha256:10a2cf414ae6cdef4b8f6b7b2a93fe241e493f86f657cf8a481761e39669ec9d

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.078372Z digest=sha256:8ecc99ce2d77e2e2b913702afee0baa35264adb4305a4f6677d65b5927fcb211

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.082282Z digest=sha256:4bf63ff8f54fa7f23eda3762664c9bd747ab13da1ce39f2d1e8ffdddb6b87d9f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.086623Z digest=sha256:93b7597fa6e5c4ef21f78f368af2e4fa52eb6dd144fcd448af463ef588ed9854

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.090557Z digest=sha256:6b2f453cbe331aacc3f11e17b1172b72669203a8d2c5d4f8645e6a5485a6d61f

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.094285Z digest=sha256:80385e7644de09feafa2203277d8e8f396dc6817c883613b695fd14877399aaa

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.098307Z digest=sha256:8dd9eb6486d3e287184dcca64e98e66b48575f157070d90f3b0d9d1e133d7d1f

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.102010Z digest=sha256:505b3e4737d67175deff7fd89795a667b7f1eae007d961d97796616b151fb328

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.106301Z digest=sha256:1f7c1dd740987b6b598680e63dc72040bfb5d482b768b7ef3310df2dbc27512f

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.111124Z digest=sha256:be8c1981f72ef686c5a09034730190d7ee3e977bcd5ac31b7a165ba4276c46b7

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.115646Z digest=sha256:e843471e76932b5109e1551c3c63d70ae901a3c09201ad34457047aabaf17ab0

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.120025Z digest=sha256:b0cb323f4407209ea0a1d5083a6e463b9d0f044fd9cb9a141a87c940a1920ef7

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.123962Z digest=sha256:dd062ff07f8f90972e0c17f02d5178e5d1886829c81e3e51b8f7a2590cad9afd

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.128162Z digest=sha256:b67e75893d8b16cfd899d7033a00e949f83ad566b5cacd28c52cebb27813b8eb

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.132345Z digest=sha256:e4d80ea55d417a1bd20a49532068963380974ea6d0c2c9c5ecea6da14949162c

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.136609Z digest=sha256:0c6bb360a84e32909785db4588c3be7505dceb18bc53394550aa0e12509eb23a

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:b4a549effb8299b1c33e3cb744056e3c8b4f4286a2b8c9705c98cb4dd76e6239

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=sha256:61962027d73ed171fc29fa8538eae4dd58504b812bf3c43533e43d08cafc3a94

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.149525Z digest=sha256:a2e123c89dde9b989b2501a07341f988bdb1863688a8e80a883c3e677f99f1ce

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.153599Z digest=sha256:8bdbb190089d2b78214a21ee80d1d14eaf55524d67c65d72bfe87eba29aa8d9e

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.157865Z digest=sha256:048ebaa8ccd2d1e42707ccb5d5f428028f443368fb9c90e07e32b94fa04b04e9

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.161720Z digest=sha256:f36ad46d5e15279052a4352c2f9ad014dc3584cb5d6112b82a00c8fc6f9b79cd

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

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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=sha256:2f4307ea82f94aaeec0002feeb65d631415b1c73fc2c6c94fd8b78306080ab7a

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

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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=sha256:1976662c89e406963e91783965d17cea04524f83a70289085150ccd2c11cbeca

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

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T13:41:16.174466Z digest=sha256:5d64912609de45706e873043cd24930a7fad3b4ff98f056e07496fa8c90e6e92

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

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

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source=pdf_text observed=2026-08-10T13:41:16.178902Z digest=sha256:24ec83334fd00914d614e90688ea5fe6c789a70acecf84133d92c0476904b737

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:41:16.183130Z digest=sha256:9c851429c4782114919b3314f70cf64ff1257289aca763475b23870463d41f7a

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.187985Z digest=sha256:f4bca6f49d084bceea4f6e9aa8f2fed35052b0a4abf84463efd66bb6a0eeb5dd

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.192176Z digest=sha256:3efcddff162580ec1bc38178da55109863089d167614d3db4a439a8a1d2831ec

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.198480Z digest=sha256:7cf299fef4d9fc2b0c65837c13dbb4c67cfddaef28bdaaec481ae3826168dd2a

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.202513Z digest=sha256:0188c664c7437a061d237e95c3b218918d2ed7873a6de392606031b32ac49b29

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

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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=sha256:45fdab4035a34f543a44466bb070efce96839051cd3a5b9e2340c426868c5bf7

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

This paper cites Anschuetz.

Optimizer-Dependent Generalization Bound for Quantum Neural Networks Anschuetz

Reference 83

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.211044Z digest=sha256:c2ee3f2eacdc43fb90348422e15fc8ff95a112a444a7703d9324ffff5594aa99

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.215472Z digest=sha256:9524a38cfd15c60a92a501e34d4f2f7405f45d972f28fb30089b3f8aea6ab00c

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

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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:ed20135fd457cda230ec4ba23832546baa63adab6ca5384fc213216468b569c3

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.223738Z digest=sha256:ad6e0a6f88d4c1fdaf937ac8d3b6943def81cd75eb386fc11b25294f26f7a26d

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.227957Z digest=sha256:794693ed4ed9b981b09879239f836cda5639fd4cd30a14c8bd99a5c01f072ec4

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.232212Z digest=sha256:b605c0ca7b8b40bd53fae974c00651e5a26805af9fac923106cdf641ce4b1a1f

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.236314Z digest=sha256:fc68392a50963f0ce5be6f82f6409bc0048c108b283a1cdb7fa2d54b6a330be4

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

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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=sha256:27a29e997023234bd1c10590ce44d930bdb9c9268ab2cd601d0baa6eb93b87ee

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.244840Z digest=sha256:08824373a87aaa1cb97596329768d4bf539a1b71e89c3dd27b78c7bd2891945e

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.249083Z digest=sha256:659ef0e0889b5db0a5672bfd25cc227c8db54b1be1c62a68fbea7eb73827d1f8

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T13:41:16.253109Z digest=sha256:3f243557432b7368051832796bf46f129225df89163e456194a66500cfb5b809

Pith citing papers

No inbound Pith citation observations are available.