Metric Space Magnitude and Generalisation in Neural Networks.
Rayna AndreevaKatharina LimbeckBastian RieckRik SarkarPublished in: CoRR (2023)
Keyphrases
- metric space
- neural network
- similarity search
- euclidean space
- distance function
- similarity queries
- pattern recognition
- high dimensional
- nearest neighbor queries
- range queries
- vector space
- access methods
- probability measures
- point sets
- multidimensional index
- similarity searching
- approximate nearest neighbor search
- triangle inequality
- data model
- data sets
- access structure
- similarity search in metric spaces
- database
- pairwise