Uniform Concentration Bounds toward a Unified Framework for Robust Clustering.
Debolina PaulSaptarshi ChakrabortySwagatam DasJason Q. XuPublished in: NeurIPS (2021)
Keyphrases
- parameter free
- clustering method
- clustering algorithm
- lower bound
- upper bound
- anomaly detection
- categorical data
- data clustering
- cluster analysis
- unsupervised learning
- worst case
- information theoretic
- k means
- pairwise
- hierarchical clustering
- data mining
- self organizing maps
- robust estimation
- parameter tuning
- error bounds
- real time
- image sequences