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Quantum Machine Learning

Papers

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Showing 151–200 of 699 papers

TitleStatusHype
AQMLator -- An Auto Quantum Machine Learning E-PlatformCode0
QuForge: A Library for Qudits SimulationCode1
A Hybrid Quantum Neural Network for Split Learning—0
Scalable quantum dynamics compilation via quantum machine learning—0
Quantum Machine Learning in Drug Discovery: Applications in Academia and Pharmaceutical Industries—0
LatentQGAN: A Hybrid QGAN with Classical Convolutional Autoencoder—0
Quantum enhanced stratification of Breast Cancer: exploring quantum expressivity for real omics dataCode0
Machine-learning based high-bandwidth magnetic sensingCode0
Quantum Kernel Learning for Small Dataset Modeling in Semiconductor Fabrication: Application to Ohmic Contact—0
Early Detection of Coronary Heart Disease Using Hybrid Quantum Machine Learning Approach—0
Exploring Biological Neuronal Correlations with Quantum Generative Models—0
CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data—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
Training quantum machine learning models on cloud without uploading the dataCode0
Quantum Kernel Methods under Scrutiny: A Benchmarking Study—0
Optimal training of finitely-sampled quantum reservoir computers for forecasting of chaotic dynamics—0
Can Geometric Quantum Machine Learning Lead to Advantage in Barcode Classification?—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 Long Short-Term Memory for Drug Discovery—0
Reverse Map Projections as Equivariant Quantum EmbeddingsCode0
Quantum Machine Learning Architecture Search via Deep Reinforcement Learning—0
QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding—0
Hybrid Heuristic Algorithms for Adiabatic Quantum Machine Learning Models—0
Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey—0
Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis—0
Quantum Supervised Learning—0
Quantum Computing for Climate Resilience and Sustainability Challenges—0
A Quantum Leaky Integrate-and-Fire Spiking Neuron and NetworkCode1
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
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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