Testing of Hybrid Quantum-Classical K-Means for Nonlinear Noise Mitigation.
Ark ModiAlonso Viladomat JassoRoberto FerraraChristian DeppeJanis NötzelFred FungMaximilian SchädlerPublished in: GLOBECOM (2023)
Keyphrases
- k means
- quantum computation
- quantum mechanics
- random noise
- clustering algorithm
- noise reduction
- cluster analysis
- data clustering
- noisy data
- additive noise
- test cases
- expectation maximization
- self organizing maps
- clustering method
- noise level
- signal to noise ratio
- unsupervised clustering
- quantum probability
- noise free
- noise model
- risk management
- hierarchical clustering
- missing data
- feature space