Search Results for author: Divye Gala

Found 2 papers, 2 papers with code

cuSLINK: Single-linkage Agglomerative Clustering on the GPU

1 code implementation28 Jun 2023 Corey J. Nolet, Divye Gala, Alex Fender, Mahesh Doijade, Joe Eaton, Edward Raff, John Zedlewski, Brad Rees, Tim Oates

In this paper, we propose cuSLINK, a novel and state-of-the-art reformulation of the SLINK algorithm on the GPU which requires only $O(Nk)$ space and uses a parameter $k$ to trade off space and time.

Clustering graph construction

GPU Semiring Primitives for Sparse Neighborhood Methods

2 code implementations13 Apr 2021 Corey J. Nolet, Divye Gala, Edward Raff, Joe Eaton, Brad Rees, John Zedlewski, Tim Oates

High-performance primitives for mathematical operations on sparse vectors must deal with the challenges of skewed degree distributions and limits on memory consumption that are typically not issues in dense operations.

BIG-bench Machine Learning Information Retrieval +1

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