Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling.
Setareh AriafarZelda MarietDana H. BrooksJennifer G. DyJasper SnoekPublished in: AISTATS (2021)
Keyphrases
- importance sampling
- neural network
- monte carlo
- posterior distribution
- markov chain monte carlo
- markov chain
- kalman filter
- sequential monte carlo
- bayesian networks
- particle filter
- computer vision
- rare events
- approximate inference
- posterior probability
- particle filtering
- state space
- image segmentation
- proposal distribution
- model selection
- evolutionary algorithm
- pairwise