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Quantum Machine Learning

Papers

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Showing 651–699 of 699 papers

TitleStatusHype
Statistical Limits of Supervised Quantum Learning—0
Quantum Machine Learning Algorithm for Knowledge Graphs—0
Quantum Adversarial Machine Learning—0
Variational Quantum Circuits for Quantum State TomographyCode0
Solving machine learning optimization problems using quantum computers—0
Quantum Wasserstein Generative Adversarial NetworksCode0
Quantum enhancements for deep reinforcement learning in large spacesCode0
Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing quantum machine learning—0
Quantum adiabatic machine learning with zoomingCode0
Expressive power of tensor-network factorizations for probabilistic modeling, with applications from hidden Markov models to quantum machine learningCode1
Variational Quantum Circuits for Deep Reinforcement LearningCode0
Machine Learning Phase Transitions with a Quantum Processor—0
Quantized Three-Ion-Channel Neuron Model for Neural Action Potentials—0
Quantum-Inspired Computing: Can it be a Microscopic Computing Model of the Brain?—0
The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine—0
Quantum Speedup in Adaptive Boosting of Binary Classification—0
q-means: A quantum algorithm for unsupervised machine learningCode0
Quantum algorithms for feedforward neural networks—0
PennyLane: Automatic differentiation of hybrid quantum-classical computationsCode2
An Amalgamation of Classical and Quantum Machine Learning For the Classification of Adenocarcinoma and Squamous Cell Carcinoma Patients—0
Topographic Representation for Quantum Machine Learning—0
Quantum Algorithms for Structured Prediction—0
Nonlinear regression based on a hybrid quantum computer—0
Quantized Single-Ion-Channel Hodgkin-Huxley Model for Quantum Neurons—0
A quantum-inspired classical algorithm for recommendation systemsCode0
From probabilistic graphical models to generalized tensor networks for supervised learning—0
Universal discriminative quantum neural networks—0
Quantum classification of the MNIST dataset with Slow Feature Analysis—0
Quantum generative adversarial networks—0
Quantum Machine Learning Tensor Network States—0
Towards Quantum Machine Learning with Tensor Networks—0
Efficient and Effective Quantum Compiling for Entanglement-based Machine Learning on IBM Q Devices—0
Quantum Neuron: an elementary building block for machine learning on quantum computersCode0
Quantum Artificial Life in an IBM Quantum Computer—0
Hardening Quantum Machine Learning Against Adversaries—0
An efficient quantum algorithm for generative machine learning—0
Enhanced Quantum Synchronization via Quantum Machine Learning—0
Quantum autoencoders via quantum adders with genetic algorithms—0
Quantum machine learning: a classical perspective—0
Quantum ensembles of quantum classifiers—0
Basic protocols in quantum reinforcement learning with superconducting circuits—0
Supervised Quantum Learning without Measurements—0
Quantum Machine Learning—0
Quantum-enhanced machine learning—0
Quantum Recommendation Systems—0
Quantum Neural Machine Learning - Backpropagation and Dynamics—0
Quantum machine learning with glow for episodic tasks and decision games—0
The Learnability of Unknown Quantum Measurements—0
Simulating a perceptron on a quantum computer—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