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Quantum Machine Learning

Papers

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Showing 151–175 of 699 papers

TitleStatusHype
Discrete Randomized Smoothing Meets Quantum Computing—0
Efficient Quantum Circuits for Machine Learning Activation Functions including Constant T-depth ReLU—0
A supervised hybrid quantum machine learning solution to the emergency escape routing problem—0
Analyzing Machine Learning Performance in a Hybrid Quantum Computing and HPC Environment—0
Empirical Quantum Advantage Analysis of Quantum Kernel in Gene Expression Data—0
Empowering Credit Scoring Systems with Quantum-Enhanced Machine Learning—0
Enabling Non-Linear Quantum Operations through Variational Quantum Splines—0
Enhanced Quantum Synchronization via Quantum Machine Learning—0
Exploiting symmetry in variational quantum machine learning—0
Enhancing Quantum Adversarial Robustness by Randomized Encodings—0
Enhancing Quantum Support Vector Machines through Variational Kernel Training—0
Automatic design of quantum feature maps—0
EnQode: Fast Amplitude Embedding for Quantum Machine Learning Using Classical Data—0
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning—0
Entangled Threats: A Unified Kill Chain Model for Quantum Machine Learning Security—0
Distribution alignment based transfer fusion frameworks on quantum devices for seeking quantum advantages—0
Estimating the randomness of quantum circuit ensembles up to 50 qubits—0
Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks—0
Evaluating quantum generative models via imbalanced data classification benchmarks—0
Evaluating the Impact of Different Quantum Kernels on the Classification Performance of Support Vector Machine Algorithm: A Medical Dataset Application—0
Basic protocols in quantum reinforcement learning with superconducting circuits—0
Arbitrary Polynomial Separations in Trainable Quantum Machine Learning—0
Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity—0
BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms—0
Experimental quantum adversarial learning with programmable superconducting qubits—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