Machine Learning Lab

Kadlecová, Gabriela; Lukasik, Jovita; Pilát, Martin; Vidnerová, Petra; Safari, Mahmoud; Neruda, Roman; Hutter, Frank

Surprisingly Strong Performance Prediction with Neural Graph Features Inproceedings Forthcoming

In: Proceedings of the 41st International Conference on Machine Learning (ICML 2024), Forthcoming.

Krishnakumar, Arjun; White, Colin; Zela, Arber; Tu, Renbo; Safari, Mahmoud; Hutter, Frank

NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies Inproceedings

In: Thirty-sixth Conference on Neural Information Processing Systems, 2022.

Mehta*, Yash; White*, Colin; Zela, Arber; Krishnakumar, Arjun; Zabergja, Guri; Moradian, Shakiba; Safari, Mahmoud; Yu, Kaicheng; Hutter, Frank

NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy Inproceedings

In: International Conference on Learning Representations (ICLR) 2022, 2022.