A probabilistic algorithm for computing data-discriminants of likelihood equations.
Jose Israel RodriguezXiaoxian TangPublished in: J. Symb. Comput. (2017)
Keyphrases
- data sets
- learning algorithm
- noisy data
- mathematical model
- probabilistic model
- k means
- synthetic datasets
- training data
- synthetic data
- optimization algorithm
- input data
- dynamic programming
- uncertain data streams
- database
- information loss
- posterior probability
- data structure
- prior knowledge
- search space
- optimal solution
- uncertain data
- computational complexity
- data analysis
- detection algorithm
- preprocessing
- expectation maximization
- worst case
- knowledge discovery
- computational cost
- np hard
- decision trees
- objective function
- convergence rate
- similarity measure
- matching algorithm
- high dimensional data
- data collection
- maximum likelihood
- data points
- probability distribution
- cost function