Trimming Data Sets: a Verified Algorithm for Robust Mean Estimation.
Ieva DaukantasAlessandro BruniCarsten SchürmannPublished in: PPDP (2021)
Keyphrases
- data sets
- computationally efficient
- objective function
- computational complexity
- dynamic programming
- experimental evaluation
- computational cost
- learning algorithm
- similarity measure
- estimation algorithm
- detection algorithm
- optimization algorithm
- worst case
- parameter estimation
- matching algorithm
- clustering method
- benchmark data sets
- theoretical analysis
- convergence rate
- estimation error
- np hard
- significant improvement
- recognition algorithm
- small data sets
- segmentation algorithm
- em algorithm
- expectation maximization
- probabilistic model
- preprocessing
- data structure