Limitations on Quantum Dimensionality Reduction.
Aram W. HarrowAshley MontanaroAnthony J. ShortPublished in: ICALP (1) (2011)
Keyphrases
- dimensionality reduction
- low dimensional
- data representation
- high dimensionality
- quantum computation
- high dimensional data
- principal component analysis
- quantum computing
- high dimensional
- pattern recognition
- feature space
- feature extraction
- preprocessing step
- quantum inspired
- feature selection
- input space
- linear dimensionality reduction
- linear projection
- dimensionality reduction methods
- pattern recognition and machine learning
- linear discriminant analysis
- principal components
- semi supervised
- data points
- database
- lower dimensional
- sparse representation
- multidimensional scaling
- logic circuits
- structure preserving
- channel capacity
- support vector machine
- computer vision
- information retrieval
- real time