Search Results for author: Joan Alexis Glaunès

Found 2 papers, 0 papers with code

Giga-scale Kernel Matrix Vector Multiplication on GPU

no code implementations2 Feb 2022 Robert Hu, Siu Lun Chau, Dino Sejdinovic, Joan Alexis Glaunès

Kernel matrix-vector multiplication (KMVM) is a foundational operation in machine learning and scientific computing.

Kernel Operations on the GPU, with Autodiff, without Memory Overflows

no code implementations27 Mar 2020 Benjamin Charlier, Jean Feydy, Joan Alexis Glaunès, François-David Collin, Ghislain Durif

The KeOps library provides a fast and memory-efficient GPU support for tensors whose entries are given by a mathematical formula, such as kernel and distance matrices.

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