A family of asymmetric kernels based on log-symmetric distributions.
S. MakhloufiNabil ZougabYasmina ZianeSmail AdjabiPublished in: Commun. Stat. Simul. Comput. (2024)
Keyphrases
- bayesian decision problems
- positive definite
- positive semidefinite matrices
- positive semidefinite
- decision problems
- special case
- lazy evaluation
- support vector
- kernel function
- probability distribution
- positive semi definite
- feature space
- random variables
- linear combination
- joint distribution
- power law
- heavy tailed
- gaussian distribution
- normal distribution
- multiple kernel learning
- semidefinite programming
- reproducing kernel hilbert space
- semidefinite
- neural network