Discriminantal subset convolution: Refining exterior-algebraic methods for parameterized algorithms.
Cornelius BrandPublished in: J. Comput. Syst. Sci. (2022)
Keyphrases
- significant improvement
- methods outperform
- benchmark datasets
- computational cost
- machine learning algorithms
- methods require
- synthetic and real datasets
- computationally expensive
- computationally demanding
- genetic algorithm
- evaluation metrics
- optimization methods
- exhaustive search
- computationally intensive
- alternative methods
- linear algebra
- empirical studies
- computer vision algorithms
- problems in computer vision
- complexity analysis
- heuristic methods
- synthetic and real data sets
- error measure
- methods can be applied
- search methods
- statistical methods
- machine learning methods
- learning algorithm
- theoretical analysis
- optimization problems
- data mining techniques
- data mining
- feature selection
- image processing
- theoretical guarantees
- data structure
- algorithms require
- mathematical models
- computationally efficient
- high dimensional data
- frequency domain
- noisy data