Consistency, Breakdown Robustness, and Algorithms for Robust Improper Maximum Likelihood Clustering.
Pietro CorettoChristian HennigPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- maximum likelihood
- computationally efficient
- computational efficiency
- learning algorithm
- data points
- synthetic and real datasets
- data clustering
- orders of magnitude
- computational cost
- k means
- worst case
- theoretical analysis
- high dimensional data
- machine learning algorithms
- computational complexity
- decision trees
- highly efficient
- parameter tuning
- parameter free
- machine learning