The Galerkin method beats Graph-Based Approaches for Spectral Algorithms.
Vivien A CabannnesFrancis BachPublished in: AISTATS (2024)
Keyphrases
- theoretical analysis
- significant improvement
- alternative methods
- computationally efficient
- computational cost
- highly efficient
- computational efficiency
- machine learning methods
- detection method
- objective function
- search methods
- high accuracy
- hybrid method
- clustering method
- cost function
- learning algorithm
- machine learning algorithms
- recently developed
- classification algorithm
- decision trees
- similarity measure
- support vector machine
- sampling methods
- classical methods
- methods outperform
- convergence rate
- statistical methods
- remote sensing
- segmentation algorithm
- image sequences
- image processing