Balanced Clustering: A Uniform Model and Fast Algorithm.
Weibo LinZhu HeMingyu XiaoPublished in: IJCAI (2019)
Keyphrases
- k means
- theoretical analysis
- probabilistic model
- classification algorithm
- algorithm employs
- learning algorithm
- objective function
- mathematical model
- estimation algorithm
- data clustering
- cost function
- optimization model
- computational complexity
- preprocessing
- selection algorithm
- recognition algorithm
- distance metric
- detection algorithm
- matching algorithm
- clustering algorithm
- tree structure
- dynamic programming
- optimization method
- prior information
- energy function
- optimization algorithm
- parameter estimation
- final result
- similarity function
- single link
- expectation maximization
- maximum likelihood
- input data
- optimal solution
- similarity measure
- kalman filter
- bayesian framework
- em algorithm
- graph model
- synthetic datasets
- np hard
- synthetic and real datasets
- feature selection