K2-ABC: Approximate Bayesian Computation with Kernel Embeddings.
Mijung ParkWittawat JitkrittumDino SejdinovicPublished in: AISTATS (2016)
Keyphrases
- efficient computation
- exact computation
- numerical integration
- efficiently computing
- gaussian processes
- kernel function
- bayesian networks
- artificial bee colony algorithm
- bayesian estimation
- bayesian methods
- posterior probability
- data sets
- kernel methods
- maximum likelihood
- support vector
- hilbert space
- swarm intelligence
- kernel regression
- low dimensional
- distance measure
- dimensionality reduction
- feature space
- feature selection