Flow-Based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance.
Kimon FountoulakisMeng LiuDavid F. GleichMichael W. MahoneyPublished in: SIAM Rev. (2023)
Keyphrases
- main contribution
- computational cost
- learning algorithm
- data clustering
- times faster
- orders of magnitude
- computer systems
- data points
- theoretical analysis
- software architecture
- clustering algorithm
- software development
- significant improvement
- machine learning algorithms
- benchmark datasets
- image segmentation
- neural network
- hierarchical clustering
- analysis tool
- software packages
- maximum flow