Paper Citation Record · LEDGER

Stability and Generalization of Quantum Neural Networks

As of 10 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 2 inbound Pith citation observations for arXiv:2501.12737.

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

pith.paper-citation-record.v1
2501.12737 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

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measured 67 of 67 standing notices

One-hop event checks from named stored sources.

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measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:04:00.744695Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

65 of 65 outbound references displayed

verified exact3
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External citation measurements

1
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Outbound references

Observation 0f9c74c4-cd5f-4dac-ab4a-9c5c29e36023 · outbound

This paper cites Quantum machine learning.

Stability and Generalization of Quantum Neural Networks Quantum machine learning

Reference 1

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Observation 49305a76-3305-4545-bf3b-b05f6e4f6d69 · outbound

This paper cites Quantum computational supremacy.

Stability and Generalization of Quantum Neural Networks Quantum computational supremacy

Reference 2

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Observation 0969541a-c5ce-47ce-8ed3-7c8245017391 · outbound

This paper cites Machine learning & artificial intelligence in the quantum domain: a review of recent progress.

Stability and Generalization of Quantum Neural Networks Machine learning & artificial intelligence in the quantum domain: a review of recent progress

Reference 3

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Observation d9f87c44-d669-4513-a69a-bcc9848bfd6b · outbound

This paper cites Quantum machine learning: a classical per- spective.

Stability and Generalization of Quantum Neural Networks Quantum machine learning: a classical per- spective

Reference 4

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Observation 66800e49-9cb0-4f48-a53f-2f210154e910 · outbound

This paper cites Classification with Quantum Neural Networks on Near Term Processors.

Stability and Generalization of Quantum Neural Networks Classification with Quantum Neural Networks on Near Term Processors

Reference 5

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Observation 4e230977-61ce-42ef-b0a1-238e3da99b55 · outbound

This paper cites Supervised learning with quantum-enhanced feature spaces.

Stability and Generalization of Quantum Neural Networks Supervised learning with quantum-enhanced feature spaces

Reference 6

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Observation db2045ae-bd1d-40ef-af4e-3dbaa72f096b · outbound

This paper cites Training deep quantum neural networks.

Stability and Generalization of Quantum Neural Networks Training deep quantum neural networks

Reference 7

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

Stability and Generalization of Quantum Neural Networks Expressibility and entangling capa- bility of parameterized quantum circuits for hybrid quantum-classical algorithms

Reference 8

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This paper cites Scaling of variational quantum circuit depth for condensed matter systems.

Stability and Generalization of Quantum Neural Networks Scaling of variational quantum circuit depth for condensed matter systems

Reference 9

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This paper cites Expressivity of quantum neural networks.

Stability and Generalization of Quantum Neural Networks Expressivity of quantum neural networks

Reference 10

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Observation bf240a58-66dd-411f-b5eb-5a45ff879da6 · outbound

This paper cites Expressivity of variational quantum machine learning on the boolean cube.

Stability and Generalization of Quantum Neural Networks Expressivity of variational quantum machine learning on the boolean cube

Reference 11

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Observation 8e476a95-7b41-4c1e-af5c-1ceabba7308a · outbound

This paper cites Barren plateaus in quantum neural network training landscapes.

Stability and Generalization of Quantum Neural Networks Barren plateaus in quantum neural network training landscapes

Reference 12

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

Stability and Generalization of Quantum Neural Networks Cost function dependent barren plateaus in shallow parametrized quantum circuits

Reference 13

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Observation 90e63c8c-8eee-463f-9966-f2514763f0e5 · outbound

This paper cites Trainability of dissipative perceptron-based quantum neural networks.

Stability and Generalization of Quantum Neural Networks Trainability of dissipative perceptron-based quantum neural networks

Reference 14

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Observation bb21fa39-93c9-4ce8-a75d-24cbef38f810 · outbound

This paper cites Theory of overparametrization in quantum neural networks.

Stability and Generalization of Quantum Neural Networks Theory of overparametrization in quantum neural networks

Reference 15

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Observation d97fc2a6-814b-45a2-abda-19a4d55efd4d · outbound

This paper cites Pseudo-dimension of quantum circuits.

Stability and Generalization of Quantum Neural Networks Pseudo-dimension of quantum circuits

Reference 16

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Observation 996023c6-ec22-4d67-a910-b61c938a7b6f · outbound

This paper cites Generalization in quantum machine learning: A quantum information standpoint.

Stability and Generalization of Quantum Neural Networks Generalization in quantum machine learning: A quantum information standpoint

Reference 17

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Observation 59a3a841-1159-4b11-9b49-bdd5d12ce42f · outbound

This paper cites Statistical complexity of quantum circuits.

Stability and Generalization of Quantum Neural Networks Statistical complexity of quantum circuits

Reference 18

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Observation 1b5c1a10-7f86-4948-ba63-cd88e7784d8d · outbound

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

Stability and Generalization of Quantum Neural Networks Efficient measure for the expressivity of variational quantum algorithms

Reference 19

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Observation 64e4c254-eaaf-478c-bb92-d763382f4ea6 · outbound

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

Stability and Generalization of Quantum Neural Networks Generalization in quantum machine learning from few training data

Reference 20

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This paper cites Structural risk minimization for quantum linear classi- fiers.

Stability and Generalization of Quantum Neural Networks Structural risk minimization for quantum linear classi- fiers

Reference 21

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This paper cites Statistical learning theory.

Stability and Generalization of Quantum Neural Networks Statistical learning theory

Reference 22

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This paper cites Learning theory: an approximation theory viewpoint , volume 24.

Stability and Generalization of Quantum Neural Networks Learning theory: an approximation theory viewpoint , volume 24

Reference 23

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

Stability and Generalization of Quantum Neural Networks Rademacher and gaussian complexities: Risk bounds and structural results

Reference 24

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Observation a509f19e-c1a3-4ada-bf93-161b49e9120b · outbound

This paper cites Understanding quantum machine learn- ing also requires rethinking generalization.

Stability and Generalization of Quantum Neural Networks Understanding quantum machine learn- ing also requires rethinking generalization

Reference 25

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This paper cites Relating data compression and learnability.

Stability and Generalization of Quantum Neural Networks Relating data compression and learnability

Reference 26

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This paper cites Some pac-bayesian theorems.

Stability and Generalization of Quantum Neural Networks Some pac-bayesian theorems

Reference 27

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This paper cites Stability and generalization.

Stability and Generalization of Quantum Neural Networks Stability and generalization

Reference 28

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Observation 651b234e-8d26-49e8-8ec7-d49556a6d365 · outbound

This paper cites Method for noise-induced regularization in quantum neural networks.

Stability and Generalization of Quantum Neural Networks Method for noise-induced regularization in quantum neural networks

Reference 29

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This paper cites The power of quantum neural networks.

Stability and Generalization of Quantum Neural Networks The power of quantum neural networks

Reference 30

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Observation cbedcbf8-25ac-4ca8-a48a-efebb008ecc8 · outbound

This paper cites Rademacher complexity of noisy quantum circuits.

Stability and Generalization of Quantum Neural Networks Rademacher complexity of noisy quantum circuits

Reference 31

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This paper cites Effects of quantum resources and noise on the statistical complexity of quantum circuits.

Stability and Generalization of Quantum Neural Networks Effects of quantum resources and noise on the statistical complexity of quantum circuits

Reference 32

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This paper cites Stability of randomized learning algorithms.

Stability and Generalization of Quantum Neural Networks Stability of randomized learning algorithms

Reference 33

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Observation 2a1517d5-3731-4276-8641-87fb0d9d7027 · outbound

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

Stability and Generalization of Quantum Neural Networks Train faster, generalize better: Stability of stochastic gradient descent

Reference 34

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Observation c2e954d8-39bf-41a1-b4fb-110a587f0d04 · outbound

This paper cites Data-dependent stability of stochastic gradient de- scent.

Stability and Generalization of Quantum Neural Networks Data-dependent stability of stochastic gradient de- scent

Reference 35

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This paper cites Fine-grained analysis of stability and generalization for stochas- tic gradient descent.

Stability and Generalization of Quantum Neural Networks Fine-grained analysis of stability and generalization for stochas- tic gradient descent

Reference 36

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This paper cites Toward better generalization bounds with locally elastic stability.

Stability and Generalization of Quantum Neural Networks Toward better generalization bounds with locally elastic stability

Reference 37

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This paper cites Stability of stochastic gradient descent on nonsmooth convex losses.

Stability and Generalization of Quantum Neural Networks Stability of stochastic gradient descent on nonsmooth convex losses

Reference 38

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This paper cites Generalization guarantee of sgd for pairwise learning.

Stability and Generalization of Quantum Neural Networks Generalization guarantee of sgd for pairwise learning

Reference 39

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Stability and Generalization of Quantum Neural Networks Simple stochastic and online gradient descent algorithms for pairwise learning

Reference 40

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Stability and Generalization of Quantum Neural Networks Stability and generalization of stochastic gradient methods for minimax problems

Reference 41

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This paper cites On the algorithmic stability of adversarial training.

Stability and Generalization of Quantum Neural Networks On the algorithmic stability of adversarial training

Reference 42

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This paper cites Learnability, stability and uniform convergence.

Stability and Generalization of Quantum Neural Networks Learnability, stability and uniform convergence

Reference 43

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Stability and Generalization of Quantum Neural Networks Generalization bounds for uniformly stable algorithms

Reference 44

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Stability and Generalization of Quantum Neural Networks Sharper bounds for uniformly stable algorithms

Reference 45

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This paper cites Quantum computation and quantum information , volume 2.

Stability and Generalization of Quantum Neural Networks Quantum computation and quantum information , volume 2

Reference 46

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Stability and Generalization of Quantum Neural Networks Quantum computing in the nisq era and beyond

Reference 47

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Stability and Generalization of Quantum Neural Networks Stability and generalization of graph convolutional neural networks

Reference 48

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Stability and Generalization of Quantum Neural Networks Stability and generalization of hypergraph collab- orative networks

Reference 49

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Observation 4215f9fb-0729-4fed-877c-8488a1678f82 · outbound

This paper cites Deeper insights into deep graph convolutional networks: Stability and generalization.

Stability and Generalization of Quantum Neural Networks Deeper insights into deep graph convolutional networks: Stability and generalization

Reference 50

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Observation 91f06503-836a-44b8-91d8-6f808c0d93b6 · outbound

This paper cites Learning with gradient descent and weakly convex losses.

Stability and Generalization of Quantum Neural Networks Learning with gradient descent and weakly convex losses

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:58:14.883620Z

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This paper cites Stability & generalisation of gradient descent for shallow neural networks without the neural tangent kernel.

Stability and Generalization of Quantum Neural Networks Stability & generalisation of gradient descent for shallow neural networks without the neural tangent kernel

Reference 52

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This paper cites Stability and generalization analysis of gradient methods for shallow neural networks.

Stability and Generalization of Quantum Neural Networks Stability and generalization analysis of gradient methods for shallow neural networks

Reference 53

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Observation 289e6ad8-23d3-4428-8dd7-2d8254603159 · outbound

This paper cites Occam’s razor.

Stability and Generalization of Quantum Neural Networks Occam’s razor

Reference 54

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Observation 18c40c3f-287c-4632-8189-89626c07c033 · outbound

This paper cites Learnability of quantum neural networks.

Stability and Generalization of Quantum Neural Networks Learnability of quantum neural networks

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:58:14.829510Z

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.

Observation 1010b1bf-d93f-403a-9568-897acbe454d9 · outbound

This paper cites Quantum learning with noise and decoherence: a robust quantum neural network.

Stability and Generalization of Quantum Neural Networks Quantum learning with noise and decoherence: a robust quantum neural network

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:58:14.816575Z

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.

Observation 11501e6c-2056-42f1-b11b-a98b9352f611 · outbound

This paper cites Noisy quantum kernel machines.

Stability and Generalization of Quantum Neural Networks Noisy quantum kernel machines

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:58:14.801356Z

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.

Observation 7c475f55-3df3-480b-83b7-b93f349aa9a3 · outbound

This paper cites Robust stochas- tic approximation approach to stochastic programming.

Stability and Generalization of Quantum Neural Networks Robust stochas- tic approximation approach to stochastic programming

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:58:14.785129Z

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.

Observation 2a04f6e2-cb03-4bac-b8f3-b3e8476765fd · outbound

This paper cites Large-scale machine learning with stochastic gradient descent.

Stability and Generalization of Quantum Neural Networks Large-scale machine learning with stochastic gradient descent

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:58:14.769205Z

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.

Observation 2219650d-8523-4063-af17-099eacbe118d · outbound

This paper cites Mnist handwritten digit database, 2010.

Stability and Generalization of Quantum Neural Networks Mnist handwritten digit database, 2010

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:58:14.748294Z

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.

Observation 4df32bb9-3671-428c-a260-90553e69154f · outbound

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

Stability and Generalization of Quantum Neural Networks Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T16:58:14.403727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea88c877-87be-4b85-ac97-3f801d70816d · outbound

This paper cites Power of data in quantum machine learning.

Stability and Generalization of Quantum Neural Networks Power of data in quantum machine learning

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:58:14.731953Z

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.

Observation fc322b7a-463e-49d5-adfe-13496d05f0b5 · outbound

This paper cites An end-to- end trainable hybrid classical-quantum classifier.

Stability and Generalization of Quantum Neural Networks An end-to- end trainable hybrid classical-quantum classifier

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:58:14.707956Z

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.

Observation a8b57b33-9948-47b2-8fb7-d699aeabe57e · outbound

This paper cites Quantum convolutional neural network for classical data classification.

Stability and Generalization of Quantum Neural Networks Quantum convolutional neural network for classical data classification

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:58:14.693359Z

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.

Observation 961828bc-e163-445c-93b3-1fe7aa374162 · outbound

This paper cites Quantum circuit learning.

Stability and Generalization of Quantum Neural Networks Quantum circuit learning

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:58:14.674865Z

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.

Pith citing papers

Observation 4d5f6a3a-674f-4da6-a585-3b3654e47fe0 · inbound

New Insights on Unfolding and Fine-tuning Quantum Federated Learning cites this paper.

New Insights on Unfolding and Fine-tuning Quantum Federated Learning Stability and Generalization of Quantum Neural Networks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:04:00.744695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 840d7d01-8416-4ab4-83ed-793f5a01d3fc · inbound

QuanForge: A Mutation Testing Framework for Quantum Neural Networks cites this paper.

QuanForge: A Mutation Testing Framework for Quantum Neural Networks Stability and Generalization of Quantum Neural Networks

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:49:44.874324Z

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.