Higher-order topological kernels via quantum computation.
Massimiliano IncudiniFrancesco MartiniAlessandra Di PierroPublished in: CoRR (2023)
Keyphrases
- quantum computation
- higher order
- kernel function
- high order
- feature space
- markov random field
- lower order
- low order
- natural images
- markov models
- directional relations
- pairwise
- kernel methods
- multiple kernel
- conditional random fields
- feature selection
- support vector
- lambda calculus
- topological spaces
- topological properties
- gaussian kernel
- string kernels
- kernel learning
- multiple kernel learning
- gaussian processes
- multiresolution
- polynomial kernels
- digital topology
- learning algorithm
- image pyramids
- support vector machine
- denoising