Certified and fast computations with shallow covariance kernels.
Daniel KressnerJonas LatzStefano MasseiElisabeth UllmannPublished in: CoRR (2020)
Keyphrases
- kernel function
- kernel methods
- kernel learning
- multiple kernel learning
- feature space
- hilbert schmidt
- support vector
- natural language processing
- multivariate gaussian distribution
- question answering
- pairwise
- information extraction
- covariance matrix
- multiple kernel
- wall street journal
- neural network
- reproducing kernel hilbert space
- covariance matrices
- linear combination
- gaussian processes
- correlation matrix
- syntactic parsing
- deep knowledge
- expert systems
- machine learning