Latent Space Evolution under Incremental Learning with Concept Drift (Student Abstract).
Charles BourbeauAudrey DurandPublished in: AAAI (2023)
Keyphrases
- incremental learning
- concept drift
- latent space
- batch learning
- data stream classification
- learning process
- data streams
- latent variables
- gaussian process
- low dimensional
- hyperparameters
- parameter space
- learning environment
- non stationary
- dimensionality reduction
- data distribution
- lower dimensional
- manifold learning
- classification algorithm
- gaussian processes
- semi supervised
- change detection
- supervised learning
- matrix factorization
- high dimensional
- generative model
- k nearest neighbor
- distance metric
- transfer learning
- feature space
- co occurrence