1 code implementation • 1 Mar 2022 • Thomas Uriot, Marco Virgolin, Tanja Alderliesten, Peter Bosman
We find that various GP methods can be competitive with state-of-the-art DR algorithms and that they have the potential to produce interpretable DR mappings.
no code implementations • 7 Aug 2020 • Thomas Uriot, Dario Izzo, Luís F. Sim{õ}es, Rasit Abay, Nils Einecke, Sven Rebhan, Jose Martinez-Heras, Francesca Letizia, Jan Siminski, Klaus Merz
Spacecraft collision avoidance procedures have become an essential part of satellite operations.
no code implementations • 23 Mar 2020 • Thomas Uriot, Dario Izzo
Indeed, naive crossover leads to functionally damaged offspring that do not retain information from the parents.
1 code implementation • 24 Apr 2019 • Thomas Uriot
In this paper, we propose an extension to an existing algorithm (instance-MIR) which tackles the multiple instance regression (MIR) problem, also known as distribution regression.
1 code implementation • 18 Mar 2019 • Thomas Uriot
Our approach, in contrast to most competing methods, does not make the assumption that there exists a prime instance responsible for the label in each bag.