Distributed Learning of Conditional Quantiles in the Reproducing Kernel Hilbert Space.
Heng LianPublished in: NeurIPS (2022)
Keyphrases
- distributed learning
- reproducing kernel hilbert space
- loss function
- kernel methods
- special case
- learning theory
- density estimation
- kernel function
- real valued
- data dependent
- collaborative learning
- euclidean space
- gaussian process
- learning problems
- domain adaptation
- input space
- data distribution
- sliding window
- distance measure
- kernel matrix
- support vector
- knowledge integration
- cross domain
- em algorithm
- similarity measure
- transfer learning