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Quantum Machine Learning

Papers archive 2025-07-28

archive papers tagged: 699 · with a code link: 140 · where Syntology ran a sample: 17 (15 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (17 of 699 tagged: 15 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)

Page 5 of 7: papers 401 to 500 of 699, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• A Hyperparameter Study for Quantum Kernel Methods
  18 Oct 2023 0 repositories listed
• A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead
  16 Oct 2023 0 repositories listed
• Certainty In, Certainty Out: REVQCs for Quantum Machine Learning
  16 Oct 2023 0 repositories listed
• Quantum Machine Learning in Climate Change and Sustainability: a Review
  13 Oct 2023 0 repositories listed
• Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits
  11 Oct 2023 0 repositories listed
• Federated Quantum Machine Learning with Differential Privacy
  10 Oct 2023 0 repositories listed
• Bringing Quantum Algorithms to Automated Machine Learning: A Systematic Review of AutoML Frameworks Regarding Extensibility for QML Algorithms
  6 Oct 2023 0 repositories listed
• Approximately Equivariant Quantum Neural Network for p4m Group Symmetries in Images
  3 Oct 2023 0 repositories listed
• Learning unitaries with quantum statistical queries
  3 Oct 2023 0 repositories listed
• A hybrid quantum-classical conditional generative adversarial network algorithm for human-centered paradigm in cloud
  30 Sep 2023 0 repositories listed
• Expressive variational quantum circuits provide inherent privacy in federated learning
  22 Sep 2023 0 repositories listed
• Potential and limitations of random Fourier features for dequantizing quantum machine learning
  20 Sep 2023 0 repositories listed
• Coreset selection can accelerate quantum machine learning models with provable generalization
  19 Sep 2023 0 repositories listed
• Differentiable Quantum Architecture Search for Quantum Reinforcement Learning
  19 Sep 2023 0 repositories listed
• Quantum Machine Learning in the Cognitive Domain: Alzheimer's Disease Study
  15 Sep 2023 0 repositories listed
• A quantum tug of war between randomness and symmetries on homogeneous spaces
  11 Sep 2023 0 repositories listed
• Detecting Violations of Differential Privacy for Quantum Algorithms
  9 Sep 2023 0 repositories listed
• Adversarial attacks on hybrid classical-quantum Deep Learning models for Histopathological Cancer Detection
  8 Sep 2023 0 repositories listed
• Let Quantum Neural Networks Choose Their Own Frequencies
  6 Sep 2023 0 repositories listed
• Mutual Information Maximizing Quantum Generative Adversarial Network and Its Applications in Finance
  4 Sep 2023 0 repositories listed
• What can we learn from quantum convolutional neural networks?
  31 Aug 2023 0 repositories listed
• QKSAN: A Quantum Kernel Self-Attention Network
  25 Aug 2023 0 repositories listed
• MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers
  22 Aug 2023 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Quantum-Inspired Machine Learning: a Survey
  22 Aug 2023 0 repositories listed
• Several fitness functions and entanglement gates in quantum kernel generation
  22 Aug 2023 0 repositories listed
• Evaluating quantum generative models via imbalanced data classification benchmarks
  21 Aug 2023 0 repositories listed
• Quantum State Tomography using Quantum Machine Learning
  20 Aug 2023 0 repositories listed
• Implementing Quantum Generative Adversarial Network (qGAN) and QCBM in Finance
  15 Aug 2023 0 repositories listed
• Financial Fraud Detection: A Comparative Study of Quantum Machine Learning Models
  9 Aug 2023 0 repositories listed
• High-rate discretely-modulated continuous-variable quantum key distribution using quantum machine learning
  7 Aug 2023 0 repositories listed
• Semisupervised Anomaly Detection using Support Vector Regression with Quantum Kernel
  1 Aug 2023 0 repositories listed
• Hybrid quantum transfer learning for crack image classification on NISQ hardware
  31 Jul 2023 0 repositories listed
• A supervised hybrid quantum machine learning solution to the emergency escape routing problem
  28 Jul 2023 0 repositories listed
• Higher-order topological kernels via quantum computation
  14 Jul 2023 0 repositories listed
• Quantum Autoencoders for Learning Quantum Channel Codes
  13 Jul 2023 0 repositories listed
• Explainable quantum regression algorithm with encoded data structure
  7 Jul 2023 0 repositories listed
• Quantum Machine Learning on Near-Term Quantum Devices: Current State of Supervised and Unsupervised Techniques for Real-World Applications
  3 Jul 2023 0 repositories listed
• Inter-case Predictive Process Monitoring: A candidate for Quantum Machine Learning?
  30 Jun 2023 0 repositories listed
• Exponential separations between classical and quantum learners
  28 Jun 2023 0 repositories listed
• Universal adversarial perturbations for multiple classification tasks with quantum classifiers
  21 Jun 2023 0 repositories listed
• SQL2Circuits: Estimating Metrics for SQL Queries with a Quantum Natural Language Processing Method
  14 Jun 2023 0 repositories listed
• Splitting and Parallelizing of Quantum Convolutional Neural Networks for Learning Translationally Symmetric Data
  12 Jun 2023 0 repositories listed
• Weight Re-Mapping for Variational Quantum Algorithms
  9 Jun 2023 0 repositories listed
• Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection
  1 Jun 2023 0 repositories listed
• Exploring the Vulnerabilities of Machine Learning and Quantum Machine Learning to Adversarial Attacks using a Malware Dataset: A Comparative Analysis
  31 May 2023 0 repositories listed
• Improved Financial Forecasting via Quantum Machine Learning
  31 May 2023 0 repositories listed
• Shadows of quantum machine learning
  31 May 2023 0 repositories listed
• Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms
  31 May 2023 0 repositories listed
• On quantum backpropagation, information reuse, and cheating measurement collapse
  22 May 2023 0 repositories listed
• Quantum Text Classifier -- A Synchronistic Approach Towards Classical and Quantum Machine Learning
  22 May 2023 0 repositories listed
• Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits
  18 May 2023 0 repositories listed
• Simulation of a Variational Quantum Perceptron using Grover's Algorithm
  18 May 2023 0 repositories listed
• A Novel Stochastic LSTM Model Inspired by Quantum Machine Learning
  17 May 2023 0 repositories listed
• Implications of Deep Circuits in Improving Quality of Quantum Question Answering
  12 May 2023 0 repositories listed
• Enhancing Quantum Support Vector Machines through Variational Kernel Training
  10 May 2023 0 repositories listed
• Quantum Machine Learning for Malware Classification
  9 May 2023 0 repositories listed
• Efficient information recovery from Pauli noise via classical shadow
  6 May 2023 0 repositories listed
• Can Feature Engineering Help Quantum Machine Learning for Malware Detection?
  3 May 2023 0 repositories listed
• An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients
  27 Apr 2023 0 repositories listed
• Quantum Machine Learning Approach for the Prediction of Surface Roughness in Additive Manufactured Specimens
  24 Apr 2023 0 repositories listed
• QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model
  23 Apr 2023 0 repositories listed
• Shot Optimization in Quantum Machine Learning Architectures to Accelerate Training
  21 Apr 2023 0 repositories listed
• Quantum machine learning for image classification
  18 Apr 2023 0 repositories listed
• Learning To Optimize Quantum Neural Network Without Gradients
  15 Apr 2023 0 repositories listed
• Improving Gradient Methods via Coordinate Transformations: Applications to Quantum Machine Learning
  13 Apr 2023 0 repositories listed
• Robust Dequantization of the Quantum Singular value Transformation and Quantum Machine Learning Algorithms
  11 Apr 2023 0 repositories listed
• Model-Driven Quantum Federated Learning (QFL)
  5 Apr 2023 0 repositories listed
• Quantum Deep Hedging
  29 Mar 2023 0 repositories listed
• Tetra-AML: Automatic Machine Learning via Tensor Networks
  28 Mar 2023 0 repositories listed
• A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models
  27 Mar 2023 0 repositories listed
• Generalization of Quantum Machine Learning Models Using Quantum Fisher Information Metric
  23 Mar 2023 0 repositories listed
• A Single-Step Multiclass SVM based on Quantum Annealing for Remote Sensing Data Classification
  21 Mar 2023 0 repositories listed
• Tensor networks for quantum machine learning
  21 Mar 2023 0 repositories listed
• MAQA: A Quantum Framework for Supervised Learning
  20 Mar 2023 0 repositories listed
• Challenges and Opportunities in Quantum Machine Learning
  16 Mar 2023 0 repositories listed
• Automated Vulnerability Detection in Source Code Using Quantum Natural Language Processing
  13 Mar 2023 0 repositories listed
• Quantum Machine Learning Implementations: Proposals and Experiments
  11 Mar 2023 0 repositories listed
• Variational Quantum Neural Networks (VQNNS) in Image Classification
  10 Mar 2023 0 repositories listed
• The Robustness Verification of Linear Sound Quantum Classifiers
  9 Mar 2023 0 repositories listed
• Enabling Non-Linear Quantum Operations through Variational Quantum Splines
  8 Mar 2023 0 repositories listed
• Hybrid quantum-classical convolutional neural network for phytoplankton classification
  7 Mar 2023 0 repositories listed
• On the universality of Sₙ-equivariant k-body gates
  1 Mar 2023 0 repositories listed
• Quantum Machine Learning hyperparameter search
  20 Feb 2023 0 repositories listed
• First steps towards quantum machine learning applied to the classification of event-related potentials
  6 Feb 2023 0 repositories listed
• Towards interpretable quantum machine learning via single-photon quantum walks
  31 Jan 2023 0 repositories listed
• Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation
  27 Jan 2023 0 repositories listed
• The quantum cost function concentration dependency on the parametrization expressivity
  17 Jan 2023 0 repositories listed
• Hybrid quantum-classical convolutional neural networks to improve molecular protein binding affinity predictions
  16 Jan 2023 0 repositories listed
• Quantum-inspired tensor network for Earth science
  15 Jan 2023 0 repositories listed
• Asynchronous training of quantum reinforcement learning
  12 Jan 2023 0 repositories listed
• VQNet 2.0: A New Generation Machine Learning Framework that Unifies Classical and Quantum
  9 Jan 2023 0 repositories listed
• Quantum Machine Learning Applied to the Classification of Diabetes
  31 Dec 2022 0 repositories listed
• Improving Convergence for Quantum Variational Classifiers using Weight Re-Mapping
  22 Dec 2022 0 repositories listed
• The Quantum Path Kernel: a Generalized Quantum Neural Tangent Kernel for Deep Quantum Machine Learning
  22 Dec 2022 0 repositories listed
• Harmonic (Quantum) Neural Networks
  14 Dec 2022 0 repositories listed
• Quantum Phase Recognition using Quantum Tensor Networks
  12 Dec 2022 0 repositories listed
• Enhancing Quantum Adversarial Robustness by Randomized Encodings
  5 Dec 2022 0 repositories listed
• An exponentially-growing family of universal quantum circuits
  1 Dec 2022 0 repositories listed
• Numerical evidence against advantage with quantum fidelity kernels on classical data
  29 Nov 2022 0 repositories listed
• Software Simulation and Visualization of Quantum Multi-Drone Reinforcement Learning
  24 Nov 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.