no code implementations • 13 Feb 2024 • Dan MacKinlay, Russell Tsuchida, Dan Pagendam, Petra Kuhnert
The use of local messages in a graphical model structure ensures that the approach is suited to distributed computing and can efficiently handle complex dependence structures.
2 code implementations • 13 Oct 2022 • Makoto Takamoto, Timothy Praditia, Raphael Leiteritz, Dan MacKinlay, Francesco Alesiani, Dirk Pflüger, Mathias Niepert
With those metrics we identify tasks which are challenging for recent ML methods and propose these tasks as future challenges for the community.