Expert-LaSTS: Expert-Knowledge Guided Latent Space for Traffic Scenarios.
Jonas WurstLakshman BalasubramanianMichael BotschWolfgang UtschickPublished in: IV (2022)
Keyphrases
- expert knowledge
- latent space
- latent variables
- low dimensional
- expert systems
- domain knowledge
- domain experts
- gaussian process
- prior knowledge
- dimensionality reduction
- generative model
- lower dimensional
- bayesian networks
- fuzzy logic
- matrix factorization
- feature space
- parameter space
- probabilistic latent semantic analysis
- manifold learning
- gaussian mixture
- gaussian processes
- gaussian process latent variable models
- transfer learning
- principal component analysis
- probabilistic model
- high dimensional
- distance metric
- high dimensional data
- image classification
- semi supervised
- high dimensional spaces
- random variables
- active learning
- data analysis
- training data
- decision trees
- artificial intelligence