Clusterpath: an Algorithm for Clustering using Convex Fusion Penalties.
Toby HockingJean-Philippe VertFrancis R. BachArmand JoulinPublished in: ICML (2011)
Keyphrases
- k means
- clustering method
- preprocessing
- objective function
- data clustering
- detection algorithm
- computational cost
- computational complexity
- dynamic programming
- experimental evaluation
- distance metric
- matching algorithm
- density based clustering algorithm
- significant improvement
- globally optimal
- estimation algorithm
- convex optimization
- information fusion
- self organizing maps
- cost function
- data fusion
- lower bound
- learning algorithm
- spectral clustering
- hierarchical clustering
- convergence rate
- segmentation algorithm
- expectation maximization
- worst case
- search space
- fusion algorithm