SOTAVerified

Quantum Machine Learning

Papers

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Showing 51–75 of 699 papers

TitleStatusHype
BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms—0
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification—0
A Geometric-Aware Perspective and Beyond: Hybrid Quantum-Classical Machine Learning Methods—0
Certifiably Robust Encoding Schemes—0
Agnostic Process Tomography—0
A Novel Stochastic LSTM Model Inspired by Quantum Machine Learning—0
Approximately Equivariant Quantum Neural Network for p4m Group Symmetries in Images—0
A Novel Image Classification Framework Based on Variational Quantum Algorithms—0
Adaptive Non-local Observable on Quantum Neural Networks—0
AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications—0
A novel feature selection method based on quantum support vector machine—0
A quantum generative model for multi-dimensional time series using Hamiltonian learning—0
An Invitation to Distributed Quantum Neural Networks—0
A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models—0
An Introduction to Quantum Machine Learning for Engineers—0
An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data—0
Active Learning on a Programmable Photonic Quantum Processor—0
VQC-MLPNet: An Unconventional Hybrid Quantum-Classical Architecture for Scalable and Robust Quantum Machine Learning—0
A walk through of time series analysis on quantum computers—0
Benchmarking Adversarially Robust Quantum Machine Learning at Scale—0
An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems—0
An exponentially-growing family of universal quantum circuits—0
Adversarial Robustness of Partitioned Quantum Classifiers—0
An example of use of Variational Methods in Quantum Machine Learning—0
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients—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