Bayesian Optimized Mixture Importance Sampling for High-Sigma Failure Rate Estimation.
Dennis D. WellerMichael HefenbrockMohammad Saber GolanbariMichael BeiglJasmin Aghassi-HagmannMehdi B. TahooriPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2020)
Keyphrases
- importance sampling
- failure rate
- monte carlo
- posterior distribution
- markov chain monte carlo
- kalman filter
- markov chain
- particle filter
- sequential monte carlo
- approximate inference
- posterior probability
- graphical models
- mixture model
- particle filtering
- parameter estimation
- random variables
- gaussian distribution
- confidence intervals
- search space
- bayesian networks
- expectation maximization
- bayesian framework
- probabilistic model
- learning algorithm