An Expectation-Maximization Algorithm to Compute a Stochastic Factorization From Data.
André da Motta Salles BarretoRafael L. BeirigoJoelle PineauDoina PrecupPublished in: IJCAI (2015)
Keyphrases
- expectation maximization
- data sets
- em algorithm
- detection algorithm
- learning algorithm
- synthetic data
- input data
- monte carlo
- dynamic programming
- data reduction
- database
- preprocessing
- optimal solution
- information loss
- k means
- parameter estimation
- computational complexity
- maximum likelihood estimation
- incomplete data
- noisy data
- training data
- missing data
- segmentation algorithm
- data mining techniques
- simulated annealing
- probabilistic model
- cost function
- synthetic datasets