Mahmoud Safari

According to our database, Mahmoud Safari authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics.

Indrashis Das, Mahmoud Safari, Steven Adriaensen, Frank Hutter

CoRR, February, 2025

2024

Efficient Search for Customized Activation Functions with Gradient Descent.

Lukas Strack, Mahmoud Safari, Frank Hutter

CoRR, 2024

Surprisingly Strong Performance Prediction with Neural Graph Features.

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

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Weight-Entanglement Meets Gradient-Based Neural Architecture Search.

Rhea Sanjay Sukthanker, Arjun Krishnakumar, Mahmoud Safari, Frank Hutter

Proceedings of the International Conference on Automated Machine Learning, 2024

2023

Neural Architecture Search: Insights from 1000 Papers.

Colin White, Mahmoud Safari, Rhea Sukthanker, Binxin Ru, Thomas Elsken, Arber Zela, Debadeepta Dey, Frank Hutter

CoRR, 2023

2022

SuperCoder: Program learning under noisy conditions from superposition of states.

Ali Davody, Mahmoud Safari, Razvan V. Florian

Neurocomputing, 2022

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

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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

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

Proceedings of the Tenth International Conference on Learning Representations, 2022