asynchronous parallelism 1bayesian optimization 1hyperparameter optimization 1R programming 1shared-state coordination 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.DC2026
rush: Scalable Asynchronous Distributed Computing via Shared State in R
Marc Becker, Bernd Bischl
The paper introduces rush, an R package that enables asynchronous, shared‑state parallel computing using Redis, allowing workers to coordinate without a central controller, and dem…
stat.ML2026
mlr3mbo: Bayesian Optimization in R
Marc Becker, Lennart Schneider, Martin Binder +2
We present mlr3mbo, a modular toolbox for Bayesian optimization in R. mlr3mbo supports single- and multi-objective optimization, multi-point proposals, batch and asynchronous paral…