Sub-linear RACE Sketches for Approximate Kernel Density Estimation on Streaming Data.
Benjamin ColemanAnshumali ShrivastavaPublished in: WWW (2020)
Keyphrases
- streaming data
- kernel density estimation
- data streams
- sliding window
- concept drift
- mean shift
- probability density function
- density estimation
- anomaly detection
- data distribution
- density function
- object segmentation
- probability density
- data sets
- high dimensional
- higher dimensional
- graph cuts
- similarity measure
- computer vision
- machine learning