Efficient and Robust Median-of-Means Algorithms for Location and Regression.
Alexander KoglerPatrick TraxlerPublished in: SYNASC (2016)
Keyphrases
- computationally efficient
- orders of magnitude
- computationally intensive
- highly efficient
- highly scalable
- computationally expensive
- parameter tuning
- computational complexity
- localization method
- efficient solutions
- gaussian processes
- support vector regression
- times faster
- model selection
- worst case
- significant improvement
- benchmark datasets
- indexing structure
- regression algorithm
- computationally demanding
- neural network
- algorithmic solutions