An efficient algorithm for information decomposition and extraction.
Anuran MakurFabian KozynskiShao-Lun HuangLizhong ZhengPublished in: Allerton (2015)
Keyphrases
- experimental evaluation
- times faster
- learning algorithm
- final result
- prior information
- k means
- optimal solution
- information extraction
- expectation maximization
- computational complexity
- cost function
- decomposition algorithm
- detection algorithm
- optimization algorithm
- simulated annealing
- matching algorithm
- information loss
- segmentation algorithm
- theoretical analysis
- computationally efficient
- information sources
- linear programming
- worst case
- probabilistic model
- dynamic programming
- search engine
- neural network
- decomposition method
- data sets
- gradient information
- improved algorithm
- classification algorithm
- input data
- computational cost
- significant improvement