Oct 27, 2023 · We propose a fast and exact HSP Test showing sublinear complexity in extensive experimentation. Our hierarchical approach leverages pivots and the triangle ...

The Half-Space Proximal (HSP) Graph is a sparse proximity graph with a wide array of applications: • Routing and edge pruning.

Oct 27, 2023 · We propose a fast and exact HSP Test showing sublinear complexity in extensive experimentation. Our hierarchical approach leverages pivots and the triangle ...

Oct 11, 2023 · Our hierarchical approach leverages pivots and the triangle inequality to enable efficient HSP search in general metric spaces.

Finding HSP Neighbors via an Exact, Hierarchical Approach · List of references · Publications that cite this publication.

Our hierarchical approach leverages pivots and the triangle inequality to enable efficient HSP search in general metric spaces. A key component of our approach ...

Finding HSP Neighbors via an Exact, Hierarchical Approach. Oct 7, 2022. Generalized Relative Neighborhood Graph (GRNG) for Similarity Search. Cole Foster.

Finding HSP Neighbors via an Exact, Hierarchical Approach. C Foster, E Chávez, B Kimia. International Conference on Similarity Search and Applications, 3-18 ...

This paper presents a parameter-free instance-based learning algorithm using the Half-Space Proximal (HSP) graph. The HSP neighbors simultaneously possess ...

To overcome these limitations, we propose a fast and exact HSP Test showing sublinear complexity in extensive experimentation. Our hierarchical approach ...