Michael Klamkin
ML PhD @ AI4OPT / Georgia Tech
michael.klamkin.com
Session
08-13
14:45
15min
Hardware-agnostic linear programming on the GPU
Guillaume Dalle, Michael Klamkin, Simeon Schaub
This talk introduces a new package called CoolPDLP.jl, which implements state-of-the-art parallel algorithms for large-scale linear programming. Thanks to Julia's flexible GPU ecosystem, these algorithms run on various kinds of accelerators, accepting arbitrary matrix and number types.
Slides available at https://gdalle.github.io/JuliaCon2026
Julia, GPUs, and Accelerators
Muschel — N3