Model adaptation and unsupervised learning with non-stationary batch data under smooth concept drift.
Subhro DasPrasanth LadeSoundar SrinivasanPublished in: CoRR (2020)
Keyphrases
- non stationary
- concept drift
- drifting concepts
- data sets
- streaming data
- unsupervised learning
- data distribution
- database
- evolving data streams
- classification algorithm
- data analysis
- small number
- high quality
- stream data
- data structure
- machine learning
- change detection
- data streams
- prior knowledge
- image data
- high dimensional data
- training data
- input data
- semi supervised
- knowledge discovery
- reinforcement learning
- batch learning
- data stream classification
- data points