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Quantum Machine Learning

Papers

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Showing 551–575 of 699 papers

TitleStatusHype
Quantum Deep Reinforcement Learning for Robot Navigation TasksCode0
Quantum Differential Privacy: An Information Theory Perspective—0
Study of Feature Importance for Quantum Machine Learning Models—0
Parametric t-Stochastic Neighbor Embedding With Quantum Neural Network—0
DeepQMLP: A Scalable Quantum-Classical Hybrid DeepNeural Network Architecture for Classification—0
Differentiating and Integrating ZX Diagrams with Applications to Quantum Machine Learning—0
Classical Simulation of Variational Quantum Classifiers using Tensor Rings—0
Training Hybrid Classical-Quantum Classifiers via Stochastic Variational Optimization—0
Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis—0
Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach—0
Systematic Literature Review: Quantum Machine Learning and its applications—0
Quantum activation functions for quantum neural networks—0
Quantum Capsule Networks—0
A Case For Noisy Shallow Gate-Based Circuits In Quantum Machine Learning—0
Quantum kernels for real-world predictions based on electronic health records—0
QKSA: Quantum Knowledge Seeking Agent -- resource-optimized reinforcement learning using quantum process tomography—0
Quantum Machine Learning for Radio Astronomy—0
Discriminating Quantum States with Quantum Machine LearningCode0
Revisiting dequantization and quantum advantage in learning tasks—0
Scalable Variational Quantum Circuits for Autoencoder-based Drug Discovery—0
Quantum Model-Discovery—0
Importance of Kernel Bandwidth in Quantum Machine LearningCode0
Generalization in quantum machine learning from few training data—0
Representation Learning via Quantum Neural Tangent Kernels—0
Quantum tangent kernel—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