Cagra: Highly parallel graph construction and approximate nearest neighbor search for gpus

H Ootomo, A Naruse, C Nolet, R Wang… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
Approximate Nearest Neighbor Search (ANNS) plays a critical role in various disciplines
spanning data mining and artificial intelligence, from information retrieval and computer …

Ad for an array language with nested parallelism

R Schenck, O Rϕnning, T Henriksen… - … Conference for High …, 2022 - ieeexplore.ieee.org
We present a technique for applying reverse mode automatic differentiation (AD) on a non-
recursive second-order functional array language that supports nested parallelism and is …

GPU-accelerated Kendall distance computation for large or sparse data

P Akhtyamov, A Nabi, V Gafurov, A Sizykh… - …, 2024 - academic.oup.com
Background Current experimental practices typically produce large multidimensional
datasets. Distance matrix calculation between elements (eg, samples) for such data …