Metric Space Magnitude and Generalisation in Neural Networks.
Rayna AndreevaKatharina LimbeckBastian RieckRik SarkarPublished in: TAG-ML (2023)
Keyphrases
- metric space
- neural network
- similarity search
- euclidean space
- distance function
- high dimensional
- pattern recognition
- similarity queries
- access methods
- similarity searching
- range queries
- searching in metric spaces
- probability measures
- point sets
- skyline queries
- nearest neighbor queries
- indexing techniques
- vector space
- access structure
- similarity measure
- data sets
- triangle inequality
- index structure
- dimensional vector
- three dimensional