no code implementations • 25 Apr 2024 • Gabriela Kadlecová, Jovita Lukasik, Martin Pilát, Petra Vidnerová, Mahmoud Safari, Roman Neruda, Frank Hutter
Performance prediction has been a key part of the neural architecture search (NAS) process, allowing to speed up NAS algorithms by avoiding resource-consuming network training.
no code implementations • 31 Dec 2015 • Josef Moudřík, Roman Neruda
The paper presents an application of non-linear stacking ensembles for prediction of Go player attributes.
no code implementations • 30 Dec 2015 • Josef Moudřík, Petr Baudiš, Roman Neruda
We propose a way of extracting and aggregating per-move evaluations from sets of Go game records.