Topology selection using Monte Carlo Expectation and Maximization algorithm with ℓ1-type regularization for count data.
Vurukonda SathishDebraj ChakrabortySiuli MukhopadhyayPublished in: CDC (2019)
Keyphrases
- monte carlo
- importance sampling
- prior information
- input data
- learning algorithm
- noisy data
- markov chain
- monte carlo simulation
- dynamic programming
- worst case
- simulation study
- objective function
- stochastic approximation
- computational cost
- machine learning
- search space
- optimal solution
- probabilistic model
- probability distribution
- missing data
- training data
- monte carlo method
- monte carlo tree search
- markovian decision