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Quantum Machine Learning

Papers

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Showing 551–600 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
QDCNN: Quantum Dilated Convolutional Neural Network—0
Subtleties in the trainability of quantum machine learning models—0
Variational quantum algorithm for Gaussian discrete solitons and their boson sampling—0
Performance Analysis of Quantum Machine Learning Classifiers—0
Image Compression and Classification Using Qubits and Quantum Deep Learning—0
Quantum Semi-Supervised Learning with Quantum Supremacy—0
Quantum Machine Learning for Finance—0
Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)—0
Recent advances for quantum classifiers—0
Photonic Quantum Policy Learning in OpenAI Gym—0
Quantum Machine Learning for Health State Diagnosis and Prognostics—0
New Trends in Quantum Machine Learning—0
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation—0
Quantum Continual Learning Overcoming Catastrophic Forgetting—0
Quantum Topological Data Analysis with Linear Depth and Exponential Speedup—0
Hybrid Quantum-Classical Neural Network for Incident Detection—0
Sample Complexity of Learning Parametric Quantum Circuits—0
Fock State-enhanced Expressivity of Quantum Machine Learning Models—0
Quantum Data Compression and Quantum Cross EntropyCode0
Quantum Machine Learning: Fad or Future?—0
Trainable Discrete Feature Embeddings for Variational Quantum ClassifierCode0
Exponential Error Convergence in Data Classification with Optimized Random Features: Acceleration by Quantum Machine Learning—0
The Inductive Bias of Quantum KernelsCode0
Quantum Perceptron Revisited: Computational-Statistical TradeoffsCode0
Automatic design of quantum feature maps—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