no code implementations • 2 May 2024 • Junaid Akhter, Paul David Fährmann, Konstantin Sonntag, Sebastian Peitz
We highlight the most common pitfalls one should avoid while using MOO techniques in ML.
1 code implementation • 23 Aug 2023 • Augustina C. Amakor, Konstantin Sonntag, Sebastian Peitz
To overcome this limitation, we present an algorithm that allows for the approximation of the entire Pareto front for the above-mentioned objectives in a very efficient manner for high-dimensional DNNs with millions of parameters.