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Quantum Machine Learning

Papers

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Showing 201–250 of 699 papers

TitleStatusHype
Early Detection of Coronary Heart Disease Using Hybrid Quantum Machine Learning Approach—0
CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data—0
Exploring Biological Neuronal Correlations with Quantum Generative Models—0
Learning Robust Observable to Address Noise in Quantum Machine Learning—0
Generalization Error Bound for Quantum Machine Learning in NISQ Era -- A Survey—0
Quantum Kernel Methods under Scrutiny: A Benchmarking Study—0
Training quantum machine learning models on cloud without uploading the dataCode0
Can Geometric Quantum Machine Learning Lead to Advantage in Barcode Classification?—0
Optimal training of finitely-sampled quantum reservoir computers for forecasting of chaotic dynamics—0
Quantum Machine Learning for Anomaly Detection in Consumer Electronics—0
Using Quantum Solved Deep Boltzmann Machines to Increase the Data Efficiency of RL Agents—0
AI-driven Reverse Engineering of QML Models—0
Verifiable cloud-based variational quantum algorithms—0
Quantum Convolutional Neural Networks are (Effectively) Classically Simulable—0
The curse of random quantum data—0
Security Concerns in Quantum Machine Learning as a Service—0
Benchmarking quantum machine learning kernel training for classification tasksCode0
Distributed and Secure Kernel-Based Quantum Machine LearningCode0
Quantum Gradient Class Activation Map for Model Interpretability—0
Quantum Machine Learning: Performance and Security Implications in Real-World Applications—0
Certifiably Robust Encoding Schemes—0
Discrete Randomized Smoothing Meets Quantum Computing—0
Quantum Machine Learning Architecture Search via Deep Reinforcement Learning—0
Quantum Long Short-Term Memory for Drug Discovery—0
Reverse Map Projections as Equivariant Quantum EmbeddingsCode0
QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding—0
Hybrid Heuristic Algorithms for Adiabatic Quantum Machine Learning Models—0
Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis—0
Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey—0
Quantum Supervised Learning—0
Quantum Computing for Climate Resilience and Sustainability Challenges—0
In Search of Quantum Advantage: Estimating the Number of Shots in Quantum Kernel Methods—0
Quantum Hamiltonian Embedding of Images for Data Reuploading ClassifiersCode0
Quantum Natural Stochastic Pairwise Coordinate DescentCode0
Evaluating the Impact of Different Quantum Kernels on the Classification Performance of Support Vector Machine Algorithm: A Medical Dataset Application—0
Analyzing Machine Learning Performance in a Hybrid Quantum Computing and HPC Environment—0
The Quantum Imitation Game: Reverse Engineering of Quantum Machine Learning Models—0
Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches—0
Quantum Machine Learning with Application to Progressive Supranuclear Palsy Network Classification—0
Exploiting the equivalence between quantum neural networks and perceptrons—0
Quantum Curriculum Learning—0
Flood Prediction Using Classical and Quantum Machine Learning Models—0
Harnessing Quantum Support Vector Machines for Cross-Domain Classification of Quantum StatesCode0
Quantum Machine Learning: The Superhero That Classical Machine Learning Never Knew It NeededCode0
A Matrix Product State Model for Simultaneous Classification and Generation—0
Machine Learning Applications of Quantum Computing: A Review—0
On the relation between trainability and dequantization of variational quantum learning models—0
Reinforcement learning-based architecture search for quantum machine learning—0
Statistics-Informed Parameterized Quantum Circuit via Maximum Entropy Principle for Data Science and Finance—0
Quantum Visual Feature Encoding Revisited—0
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All datasetshttps://www.kaggle.com/datasets/saurabhshahane/classification-of-malwaresiris

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Quantum Neural NetworkF1 score0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Best ModelAverage F11—Unverified