A Monte Carlo algorithm for fast projective clustering.
Cecilia Magdalena ProcopiucMichael JonesPankaj K. AgarwalT. M. MuraliPublished in: SIGMOD Conference (2002)
Keyphrases
- monte carlo
- k means
- importance sampling
- clustering method
- monte carlo simulation
- simulation study
- objective function
- stochastic approximation
- markov chain
- clustering algorithm
- computational complexity
- search space
- matrix inversion
- detection algorithm
- point processes
- machine learning
- optimal strategy
- computational cost
- learning algorithm
- worst case
- temporal difference learning
- state space