Reliable Measures of Spread in High Dimensional Latent Spaces.
Anna C. MarbutKaty McKinney-BockTravis J. WheelerPublished in: ICML (2023)
Keyphrases
- high dimensional
- latent space
- low dimensional
- gaussian process latent variable models
- latent variables
- real time
- high dimensional spaces
- input space
- multi dimensional
- dimensionality reduction
- nearest neighbor
- data points
- feature space
- database
- case study
- low dimensional spaces
- data sets
- sparse data
- variable selection
- cost effective
- high dimensional data
- information retrieval
- evaluation measures
- topic models
- similarity search
- machine learning
- high quality
- training set