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Quantum Machine Learning

Papers

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Showing 601–650 of 699 papers

TitleStatusHype
Quantum Embedding Search for Quantum Machine Learning—0
Structural risk minimization for quantum linear classifiers—0
Quantum Machine Learning For Classical Data—0
Optimal training of variational quantum algorithms without barren plateausCode0
Higgs analysis with quantum classifiers—0
Noise-Resilient Quantum Machine Learning for Stability Assessment of Power Systems—0
Drug Discovery Approaches using Quantum Machine Learning—0
Towards understanding the power of quantum kernels in the NISQ era—0
Federated Quantum Machine Learning—0
Quantum Machine Learning with HQC Architectures using non-Classically Simulable Feature Maps—0
Diagrammatic Differentiation for Quantum Machine Learning—0
Quantum machine learning with differential privacy—0
Quantum Cross Entropy and Maximum Likelihood Principle—0
Generalization in Quantum Machine Learning: a Quantum Information Perspective—0
Universal Adversarial Examples and Perturbations for Quantum Classifiers—0
Facial Expression Recognition on a Quantum Computer—0
Quantum machine learning with adaptive linear optics—0
Enhancing Generative Models via Quantum Correlations—0
Hybrid Quantum-Classical Graph Convolutional Network—0
Information-theoretic bounds on quantum advantage in machine learningCode0
Single-preparation unsupervised quantum machine learning: concepts and applications—0
Hybrid Quantum-Classical Stochastic Networks with Boltzmann Layers—0
Quantum Convolutional Neural Networks for High Energy Physics Data Analysis—0
Residual Matrix Product State for Machine Learning—0
Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis—0
Practical application improvement to Quantum SVM: theory to practice—0
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit—0
Prospects and challenges of quantum finance—0
Power of data in quantum machine learningCode0
Image Classification via Quantum Machine Learning—0
The Shift to 6G Communications: Vision and Requirements—0
Experimental Quantum Generative Adversarial Networks for Image GenerationCode0
A rigorous and robust quantum speed-up in supervised machine learningCode0
Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing—0
Quantum Discriminator for Binary Classification—0
Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces—0
Robustness Verification of Quantum Classifiers—0
Reinforcement Learning with Quantum Variational CircuitsCode0
Quantum One-class Classification With a Distance-based ClassifierCode0
Supervised Learning Using a Dressed Quantum Network with "Super Compressed Encoding": Algorithm and Quantum-Hardware-Based Implementation—0
Quantum ensemble of trained classifiers—0
Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets—0
Recurrent Quantum Neural NetworksCode0
Classification with Quantum Machine Learning: A Survey—0
High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder—0
Noise robustness and experimental demonstration of a quantum generative adversarial network for continuous distributions—0
Quantum Natural Language Processing on Near-Term Quantum Computers—0
Towards quantum advantage via topological data analysis—0
Quantum machine learning and quantum biomimetics: A perspective—0
Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions—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