2025
Average Sensitivity of Hierarchical $k$-Median Clustering
ICML 2025poster
Hierarchical clustering is a widely used method for unsupervised learning with numerous applications. However, in the application of modern algorithms, the datasets studied are usually large and dynamic. If the hierarchical clustering is sensitive to small perturbations of the dataset, the usabilit…