13 citations · 26 across the 6 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Fast instance-specific algorithm configuration with graph neural network
Shingo Aihara, Matthieu Parizy
Combinatorial optimization (CO) problems are pivotal across various industrial applications, where the speed of solving these problems is crucial. Improving the performance of CO s…
cs.LG2022★ 5 cited
Fast Hyperparameter Tuning for Ising Machines
Matthieu Parizy, Norihiro Kakuko, Nozomu Togawa
In this paper, we propose a novel technique to accelerate Ising machines hyperparameter tuning. Firstly, we define Ising machine performance and explain the goal of hyperparameter…