Latent Space Explorer: Visual Analytics for Multimodal Latent Space Exploration.
Bum Chul KwonSamuel F. FriedmanKai XuSteven A. LubitzAnthony PhilippakisPuneet BatraPatrick T. EllinorKenney NgPublished in: CoRR (2023)
Keyphrases
- latent space
- space exploration
- visual analytics
- latent variables
- low dimensional
- visual analysis
- data analysis
- interactive visualization
- gaussian process
- dimensionality reduction
- generative model
- high dimensional
- parameter space
- lower dimensional
- feature space
- learning analytics
- knowledge discovery
- manifold learning
- probabilistic latent semantic analysis
- matrix factorization
- obstacle avoidance
- probabilistic model
- distance metric
- transfer learning
- gaussian processes
- gaussian process latent variable models
- data points
- topic models
- high dimensional data
- high dimensional spaces
- random variables
- gaussian mixture
- principal component analysis
- learning sciences
- drug discovery
- path planning
- data mining methods
- databases
- co occurrence
- feature extraction
- learning algorithm
- machine learning
- data mining