Optimisation-free Classification and Density Estimation with Quantum Circuits.
Vladimir Vargas-CalderónFabio A. GonzálezHerbert Vinck-PosadaPublished in: CoRR (2022)
Keyphrases
- density estimation
- mixture model
- parzen window
- probability density
- density function
- outlier detection
- probability density function
- mixture modeling
- nonparametric density estimation
- classification accuracy
- pattern recognition
- gaussian mixture model
- pattern classification
- quantum computing
- model selection
- text classification
- density estimates
- feature vectors
- density estimators
- multivariate gaussian distribution
- machine learning methods
- support vector machine svm
- prior knowledge
- feature space