A Numerical Measure of the Instability of Mapper-Type Algorithms.
Francisco Belchí GuillamónJacek BrodzkiMatthew BurfittMahesan NiranjanPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- computationally efficient
- computational complexity
- recently developed
- times faster
- data structure
- graph theory
- computer vision
- website
- worst case
- optimization problems
- theoretical analysis
- quality measures
- database
- evaluation metrics
- correlation coefficient
- data mining algorithms
- image quality
- computational cost
- case study
- learning algorithm
- databases