What Will Happen When We Radically Simplify t-SNE and UMAP Visualization Algorithms? Is It Worth Doing So?
Bartosz MinchRadoslaw LazarzWitold DzwinelPublished in: ICCS (2) (2023)
Keyphrases
- times faster
- computational cost
- learning algorithm
- significant improvement
- neural network
- theoretical analysis
- benchmark datasets
- optimization problems
- evolutionary algorithm
- data structure
- genetic algorithm
- real world
- data mining algorithms
- self organizing maps
- orders of magnitude
- data sets
- graph theory
- computationally efficient
- worst case
- np hard
- computational complexity
- image segmentation
- machine learning