Statistical Mechanics of On-Line Learning Under Concept Drift.
Michiel StraatFthi AbadiChristina GöpfertBarbara HammerMichael BiehlPublished in: Entropy (2018)
Keyphrases
- concept drift
- statistical mechanics
- data streams
- information theory
- streaming data
- non stationary
- drifting concepts
- drift detection
- classification algorithm
- data distribution
- data stream classification
- change detection
- free energy
- learning algorithm
- data sets
- image analysis
- batch learning
- data analysis
- neural network